release Finebadminton-20K

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.avro filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mds filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+# Video files - compressed
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.webm filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+pretty_name: Finebadminton-20K
+language:
+- en
+annotations_creators:
+- expert-generated
+multilinguality:
+- monolingual
+license: apache-2.0
+configs:
+- config_name: annotations
+  default: true
+  data_files:
+  - split: train
+    path: "finebadminton-20K/*.json"
+---
+
+# Finebadminton-20K
+
+Finebadminton-20K is a public subset of the FineBadminton dataset for fine-grained badminton video understanding.
+
+This release contains:
+
+- 70 full-match videos
+- 2,066 annotated rallies
+- 20,757 annotated hit instances
+
+The released 20K subset corresponds to 20,757 of the 33,325 hit annotations available in the full FineBadminton collection.
+
+## Dataset Structure
+
+- `videos/`: the 70 full-length source videos included in this release.
+- `finebadminton-20K/`: annotation JSON files, one file per source video.
+- `benchmark_source_videos.txt`: the list of source videos from this release that were used to construct FineBadmintonBenchmark.
+
+## Relation to FineBadmintonBenchmark
+
+Part of the previously released FineBadmintonBenchmark was constructed from videos contained in this dataset release.
+
+In total, 20 source videos in Finebadminton-20K were used for FineBadmintonBenchmark. The full list is provided in `benchmark_source_videos.txt`.
+
+## Citation
+
+```bibtex
+@inproceedings{he2025finebadminton,
+  title={Finebadminton: A multi-level dataset for fine-grained badminton video understanding},
+  author={He, Xusheng and Liu, Wei and Ma, Shanshan and Liu, Qian and Ma, Chenghao and Wu, Jianlong},
+  booktitle={Proceedings of the 33rd ACM International Conference on Multimedia},
+  pages={12776--12783},
+  year={2025}
+}
+
+@misc{he2025finebadminton_arxiv,
+  title={Finebadminton: A multi-level dataset for fine-grained badminton video understanding},
+  author={He, Xusheng and Liu, Wei and Ma, Shanshan and Liu, Qian and Ma, Chenghao and Wu, Jianlong},
+  year={2025},
+  eprint={2508.07554},
+  archivePrefix={arXiv},
+  primaryClass={cs.MM},
+  url={https://arxiv.org/abs/2508.07554}
+}
+```

benchmark_source_videos.txt

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+0001.mp4
+0002.mp4
+0003.mp4
+0004.mp4
+0005.mp4
+0006.mp4
+0007.mp4
+0008.mp4
+0009.mp4
+0010.mp4
+0041.mp4
+0042.mp4
+0043.mp4
+0044.mp4
+0045.mp4
+0046.mp4
+0047.mp4
+0049.mp4
+0050.mp4
+0051.mp4

finebadminton-20K/0015_updated.json

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+[
+    {
+        "video": "0015.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 201,
+        "start_frame": 491,
+        "end_frame": 691,
+        "hitting": [
+            {
+                "start_frame": 491,
+                "end_frame": 514,
+                "player": "Li Zhi Hang",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": []
+                },
+                "Decision Evaluation Level": {
+                    "comment": "top player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 514,
+                "end_frame": 542,
+                "player": "Shi Yu Qi",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "After receiving the serve, the bottom player directly plays a forehand push lift, using an over head cross-court trajectory to hit the shuttle to the opponent's left backcourt, intending to create depth with the opponent.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 542,
+                "end_frame": 558,
+                "player": "Li Zhi Hang",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "full smash",
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player in the top position executed an aggressive push shot followed by a sharp drive, delivering a direct smash to the opponent's right midcourt, which put immediate pressure on the opponent.",
+                    "quality": 6
+                }
+            },
+            {
+                "start_frame": 558,
+                "end_frame": 572,
+                "player": "Shi Yu Qi",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "right mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom plays a forehand net shot from their right mid-court, straight to the opponent's left front court, aiming to take the initiative with the net shot.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 572,
+                "end_frame": 601,
+                "player": "Li Zhi Hang",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net shot",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top moves to the net from the mid-back court to the left front court, playing a backhand cross-court net shot to the opponent's mid-front court area, aiming to limit the opponent's attack with a tight net shot.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 601,
+                "end_frame": 636,
+                "player": "Shi Yu Qi",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "To create depth",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The bottom player executes a forehand cross-court push shot from the mid-front court over head, aiming to create depth and generate an attacking opportunity.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 636,
+                "end_frame": 650,
+                "player": "Li Zhi Hang",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top moved from the front left court to the back left court and executed a forehand cross-court jump smash, sending the shuttle from their own back left court to the opponent's midcourt.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 649,
+                "end_frame": 691,
+                "player": "Shi Yu Qi",
+                "get_point": [
+                    "score the point"
+                ],
+                "Foundational Actions Level": {
+                    "hit type": "cross-court net shot",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand",
+                        "passive",
+                        "defensive"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom moved from midcourt to the net area, executed a forehand cross-court drop shot to the opponent's forecourt, and scored with a beautiful defensive transition shot despite being in a passive position.",
+                    "quality": 6
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Shi Yu Qi",
+                "role": "receiver"
+            },
+            {
+                "name": "Li Zhi Hang",
+                "role": "server"
+            }
+        ],
+        "QA": [],
+        "evaluations_new": {
+            "score_reason": "Bottom secured the point with a crucial defensive counterattack, neutralizing Top's jumping smash with a high-quality forehand cross-court drop shot, successfully transitioning the shuttle to Top's left rear court, and directly forcing Top into a net error to win the rally.",
+            "lose_reason": "After continuous attacks, Top failed to adjust his defensive strategy in time. His handling of the opponent's passive transition shot lacked finesse, and ultimately, due to a positional disadvantage while receiving a hook shot, he committed an error on the net kill when moving to the frontcourt.",
+            "total_eva": "This rally showcased the elite players' ability to transition between offense and defense. Bottom turned the tables through defensive counterattacks, with their passive transition play deserving praise. On the other hand, top, after launching a strong attack, needs to improve defensive anticipation and quick net reactions to avoid squandering their advantage due to a single-shot error."
+        }
+    },
+    {
+        "video": "0015.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 135,
+        "start_frame": 2040,
+        "end_frame": 2174,
+        "hitting": [
+            {
+                "start_frame": 2040,
+                "end_frame": 2057,
+                "player": "Li Zhi Hang",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": []
+                },
+                "Decision Evaluation Level": {
+                    "comment": "top player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2057,
+                "end_frame": 2083,
+                "player": "Shi Yu Qi",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "To create depth",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The bottom player executes a forehand lift, sending the shuttle high and deep to the opponent's back left corner with a cross-court trajectory, aiming to create depth and open up the court for a more favorable position.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2083,
+                "end_frame": 2103,
+                "player": "Li Zhi Hang",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "stick smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top backhand cross-court kill to the opponent's mid-to-frontcourt area, aiming to pressure with an aggressive shot.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 2103,
+                "end_frame": 2126,
+                "player": "Shi Yu Qi",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "cross-court net shot",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Backhand cross-court to the opponent's left front court, attempting to move the opponent.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 2126,
+                "end_frame": 2151,
+                "player": "Li Zhi Hang",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "backhand",
+                        "To create depth"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top moved forward from the backcourt on the left side to the frontcourt, executed a backhand push and lift cross-court to the opponent's mid-backcourt, attempting to create depth and gain adjustment time.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2151,
+                "end_frame": 2174,
+                "player": "Shi Yu Qi",
+                "get_point": [
+                    "score the point"
+                ],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "jump smash",
+                        "common smash"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom moved from mid-to-front court to mid-to-back court, suddenly accelerated, jumped to intercept, and smashed directly into the open space on the opponent's right side to score.",
+                    "quality": 7
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Shi Yu Qi",
+                "role": "receiver"
+            },
+            {
+                "name": "Li Zhi Hang",
+                "role": "server"
+            }
+        ],
+        "QA": [],
+        "evaluations_new": {
+            "score_reason": "Bottom scored directly with a precise jump smash from the mid-rear court, targeting the opponent's right-side gap. They showcased outstanding interception ability by moving quickly from the mid-front court to the hitting position, and at shot 4, used a backhand net shot to successfully move the opponent to the net, gaining an advantageous situation.",
+            "lose_reason": "At shot 5, Top's backhand lift from the left front court was of mediocre quality and failed to pin the opponent to the baseline. Two consecutive defensive counter-attacks led to the opponent spotting a key opening, and Top also failed to establish sufficient advantage during the serving phase.",
+            "total_eva": "Bottom demonstrated excellent court movement and counter-attacking awareness, consistently moving the opponent with a combination of pushes and drops, and showcased top-tier smashing ability in the decisive rally. Top needs to enhance the aggressiveness of their backhand pushes and pay attention to positioning adjustments after defensive counter-attacks to avoid giving the opponent a second attacking opportunity."
+        }
+    },
+    {
+        "video": "0015.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 353,
+        "start_frame": 3802,
+        "end_frame": 4154,
+        "hitting": [
+            {
+                "start_frame": 3802,
+                "end_frame": 3818,
+                "player": "Shi Yu Qi",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": []
+                },
+                "Decision Evaluation Level": {
+                    "comment": "bottom player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 3818,
+                "end_frame": 3839,
+                "player": "Li Zhi Hang",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net shot",
+                    "subtype": [
+                        "spinning net"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The top player executed a precise forehand net shot from the mid-front court, landing the shuttlecock accurately at the opponent's mid-front court in a straight line. The intention was to gain the initiative through delicate net control.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 3839,
+                "end_frame": 3874,
+                "player": "Shi Yu Qi",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "To create depth",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom executes a forehand cross-court shot from their mid-forecourt to the opponent's right backcourt, attempting to create depth and adjust the rhythm, but fails to completely escape the opponent's control.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 3874,
+                "end_frame": 3899,
+                "player": "Li Zhi Hang",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drop shot",
+                    "subtype": [
+                        "slice drop shot"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top moved from their mid-court to the right rear court, executing a forehand cross-court drop shot to the opponent's mid-court area, successfully drawing the opponent out of position with the intention of gaining the initiative through a change in the net play.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 3899,
+                "end_frame": 3911,
+                "player": "Shi Yu Qi",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom pushes a cross-court forehand from mid-court, pulling the opponent into the mid-front court, aiming to seize the initiative through a change in direction.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 3911,
+                "end_frame": 3935,
+                "player": "Li Zhi Hang",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "a high net early shot",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player moved to the net from the backcourt and executed a forehand early net shot, pushing the shuttlecock cross-court to the opponent's right sideline with the intent of gaining initiative through line variation.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 3935,
+                "end_frame": 3955,
+                "player": "Shi Yu Qi",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "cross-court net shot",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "From the bottom position, the player executes a forehand cross-court shot from their own right front court to the opponent's right front court. This wide-angle shot effectively pulls the opponent out of position, forcing them into a passive stance in the right front court and limiting them to a defensive, rallying return, thereby creating an advantageous opportunity for the shooter.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 3955,
+                "end_frame": 3988,
+                "player": "Li Zhi Hang",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "To create depth",
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top executed a forehand push clear cross-court from their own right frontcourt, aiming to lift the shuttle to the opponent's mid-backcourt area, creating depth and angles to buy time for recovery.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 3988,
+                "end_frame": 4005,
+                "player": "Shi Yu Qi",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "full smash",
+                        "jump smash"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom moved from their right front court to the mid-back court, then jumped for a powerful forehand cross-court smash, sending the shuttle from their mid-back court to the opponent's left mid-court area. This put significant pressure on the opponent, forcing a passive net block.",
+                    "quality": 6
+                }
+            },
+            {
+                "start_frame": 4005,
+                "end_frame": 4029,
+                "player": "Li Zhi Hang",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "left mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top moved from the right front court to the left midcourt and played a backhand passive net shot straight to the opponent's right front court.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 4029,
+                "end_frame": 4059,
+                "player": "Shi Yu Qi",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Moving from the rear court to the right forecourt, the player executed a forehand push clear to the opponent's mid-rear court, aiming to create depth, but failed to put the opponent in a passive position.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 4059,
+                "end_frame": 4085,
+                "player": "Li Zhi Hang",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "clear",
+                    "subtype": [
+                        "attacking clear"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player, positioned at the top of the frame, executed a forehand straight clear from their own mid-to-rear court under passive pressure. The shot landed in the opponent's left midcourt, aiming to buy time for recovery, but failed to effectively limit the opponent's attacking options.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 4085,
+                "end_frame": 4099,
+                "player": "Shi Yu Qi",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "jump smash"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom quickly moved from the right forecourt to the left midcourt, executed a forehand jump smash with a straight shot that precisely landed in the opponent's right midcourt area, demonstrating a strong offensive play.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 4099,
+                "end_frame": 4118,
+                "player": "Li Zhi Hang",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "right mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The top player executes a passive forehand cross-court drive, sending the shuttle from their right mid-court to the opponent's mid-front court, attempting to escape the passive situation but failing to effectively limit the opponent's attacking rhythm.",
+                    "quality": 2
+                }
+            },
+            {
+                "start_frame": 4118,
+                "end_frame": 4154,
+                "player": "Shi Yu Qi",
+                "get_point": [
+                    "score the point"
+                ],
+                "Foundational Actions Level": {
+                    "hit type": "net kill",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "intercept",
+                        "forehand",
+                        "seamlessly"
+                    ],
+                    "shot characteristics": [
+                        "body hit"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom moved to the net to cover a shot to the midcourt, then seamlessly followed up with a forehand body hit at the net, scoring the point.",
+                    "quality": 7
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Shi Yu Qi",
+                "role": "server"
+            },
+            {
+                "name": "Li Zhi Hang",
+                "role": "receiver"
+            }
+        ],
+        "QA": [],
+        "evaluations_new": {
+            "score_reason": "Bottom scored thanks to high-quality handling of key shots: by using a wide-angle forehand cross-court net shot on the 7th shot to displace the opponent, and after creating pressure with a jump smash on the 9th shot, finally scored on the 15th shot with a continuous forehand net kill aimed at the opponent's body, showcasing rapid transition ability and a lethal net attack.",
+            "lose_reason": "Top made clear errors in key defensive moments: at 14, the defensive drive lacked quality; at 12, the lift failed to effectively limit the opponent's attack. Especially under pressure from Bottom's jump smash, there was no effective response, leading to consecutive points lost.",
+            "total_eva": "Bottom dominated the flow of the rally through an efficient combination of net shots and powerful backcourt smashes, particularly utilizing cross-court net shots to change the line and jump smashes to apply continuous pressure, ultimately sealing the victory with a body-shot net kill. Top needs to improve line control under passive conditions and anticipation against sudden attacks, avoiding loss of initiative due to single-shot errors."
+        }
+    }
+]

finebadminton-20K/0044_updated.json

@@ -0,0 +1,1224 @@
+[
+    {
+        "video": "0044.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 333,
+        "start_frame": 2197,
+        "end_frame": 2530,
+        "hitting": [
+            {
+                "start_frame": 2197,
+                "end_frame": 2227,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "high serve",
+                        "flick serve"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "bottom player delivers a backhand flick serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2227,
+                "end_frame": 2250,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "common smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "intercept",
+                        "turnaround"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top intercepts with a backhand at the backcourt on the left, executes a turnaround, and follows up with a fast smash, aiming to suppress the opponent with aggressive offense and seize the initiative.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2250,
+                "end_frame": 2274,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom executed a backhand lift from midcourt, producing a cross-court shot that went over head, traveling from his own midcourt to the opponent's mid-backcourt. The intent was to create depth and buy time for repositioning.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2274,
+                "end_frame": 2291,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "full smash",
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top intercepts from the mid-to-rear court with a forehand, executing a powerful jump smash cross-court to the opponent's mid-court area, aiming to suppress the opponent with fierce attack.",
+                    "quality": 6
+                }
+            },
+            {
+                "start_frame": 2291,
+                "end_frame": 2312,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "passive",
+                        "defensive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom executes a backhand straight net block from the mid-court to the opponent's right front court area. The shot absorbed the power well, keeping the shuttle controlled at the net, with the intention to force the opponent to move to the net to retrieve it.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2312,
+                "end_frame": 2345,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top moved from the rear court to the right front court, executing a forehand push clear straight over the head to the opponent's left rear court area, aiming to create depth and buy time to reset.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2345,
+                "end_frame": 2369,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drop shot",
+                    "subtype": [
+                        "reverse slice drop shot"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The bottom player intercepts with a forehand from their left backcourt, hitting a sliced drop cross-court to the opponent's left mid-court area, moving the opponent through placement variation to gain the initiative.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2369,
+                "end_frame": 2396,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The top player lifts a cross-court shot from their left mid-court to the opponent's right backcourt, cleverly moving the opponent through shot placement variation to attempt gaining the initiative.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2396,
+                "end_frame": 2426,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [
+                        "high drive"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "right back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom moved from their left rear court to the right rear court and executed a forehand passive clear to the opponent's left rear court, aiming to reset positioning with a high shot to transition for potential follow-up offense or defense.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 2426,
+                "end_frame": 2443,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "full smash",
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top player executed a forehand intercept with a powerful jump smash, sending a cross-court shot to the opponent's midcourt with strong force, attempting to suppress the opponent with aggressive offense.",
+                    "quality": 6
+                }
+            },
+            {
+                "start_frame": 2443,
+                "end_frame": 2463,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "defensive"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom is in a passive defensive state at mid-court, opting for a backhand cross-court net block, directing the shuttle to the opponent's mid-court area, aiming to change the rhythm and disrupt the opponent's offensive setup with this shot.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2463,
+                "end_frame": 2484,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Moving to the net from the back, the player executed a forehand push cross-court to the opponent's right midcourt, aiming to create depth and buy time for adjustment, but the opponent seized the opportunity to attack.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 2484,
+                "end_frame": 2530,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "jump smash"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "right mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom intercepts from their own right midcourt forehand, jumping to smash a cross-court shot into the opponent's right rear court. They seized the opportunity from the opponent's push and lift, launching an aggressive attack that posed a significant threat.",
+                    "quality": 7
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Lakshya Sen",
+                "role": "server"
+            },
+            {
+                "name": "Jia Heng Jason Teh",
+                "role": "receiver"
+            }
+        ],
+        "evaluations_new": {
+            "score_reason": "Bottom secured the point with a crucial 13th-shot jump smash to the forecourt on the right side, after consistently pressuring the opponent through midcourt net blocks and backhand transitions. Particularly effective were the 7th-shot sliding drop and the 9th-shot high clear, which helped control the tempo and set up the final attacking opportunity.",
+            "lose_reason": "Poor mid-court push at the 12th shot left a gap exposed; although heavy smashes were used multiple times to build pressure earlier, over-reliance on power led to a loss of placement control. After the 11th shot was blocked at the net and changed the rhythm, there was no effective adjustment in defensive strategy.",
+            "total_eva": "The rally demonstrated a high level of offensive and defensive transitions, with both players dominating the court through cross-court shots. The bottom player's defensive counterattacking strategy appeared more mature, maintaining composure under pressure and effectively using precise lifts to shift the opponent's position. It is recommended that the top player improve the quality and placement variation of their pushes and lifts during crucial points to avoid exposing weaknesses due to over-reliance on a single attacking method."
+        }
+    },
+    {
+        "video": "0044.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 199,
+        "start_frame": 3921,
+        "end_frame": 4120,
+        "hitting": [
+            {
+                "start_frame": 3921,
+                "end_frame": 3949,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "high serve",
+                        "flick serve"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "top player delivers a backhand flick serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 3949,
+                "end_frame": 3977,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "clear",
+                    "subtype": [
+                        "attacking clear"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "bottom returned a flat clear but failed to exert effective pressure on top, giving top an attacking opportunity.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 3977,
+                "end_frame": 3994,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "stick smash",
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top decisively executes a jump smash with a forehand straight shot, accurately landing the shuttle in the opponent's left mid-court, forcing the opponent into a passive defense.",
+                    "quality": 6
+                }
+            },
+            {
+                "start_frame": 3994,
+                "end_frame": 4016,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "left mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "passive",
+                        "defensive"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom executed a cross-court backhand push to the opponent's forecourt, aiming to relieve pressure and gain time to recover.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 4016,
+                "end_frame": 4040,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net shot",
+                    "subtype": [
+                        "spinning net"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top moved from the right rear court to the left front court for a backhand straight net shot, attempting to force Bottom into a passive move to the net.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 4040,
+                "end_frame": 4061,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "cross-court net shot",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "hesitation",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom executes a forehand net shot with hesitation, using a cross-court placement to the opponent's forecourt area, aiming to force a passive return and create an attacking opportunity.",
+                    "quality": 6
+                }
+            },
+            {
+                "start_frame": 4061,
+                "end_frame": 4088,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "To create depth",
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top executed a forehand passive push from the right frontcourt to the backcourt straight, attempting to create depth and gain adjustment time, but failed to shake off the opponent's offensive threat.",
+                    "quality": 2
+                }
+            },
+            {
+                "start_frame": 4088,
+                "end_frame": 4120,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "full smash",
+                        "jump smash"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The bottom player moves from the right front court to the mid-backcourt, intercepts with a forehand, and executes a powerful jump smash on a cross-court trajectory to the opponent's right rear court. This aggressive shot capitalizes on the opponent's push or lift, aiming to score outright or put the opponent under pressure.",
+                    "quality": 7
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Lakshya Sen",
+                "role": "server"
+            },
+            {
+                "name": "Jia Heng Jason Teh",
+                "role": "receiver"
+            }
+        ],
+        "evaluations_new": {
+            "score_reason": "Bottom sealed the point with a crucial smash, particularly at stroke 8 where a high-quality jump smash from mid-to-rear court launched a lethal offensive attack. The precise cross-court trajectory forced Top into a defensive position with no effective response. This shot demonstrated strong offensive initiative and scoring ability.",
+            "lose_reason": "Top exposed a weakness in handling a crucial transitional shot, with the passive push-clear on shot 7 lacking quality and failing to effectively break free from the opponent's pressure, instead presenting an opportunity. Additionally, the opening serve failed to establish an advantage, leading to a passive position in the mid-to-rear court.",
+            "total_eva": "This rally showcases a typical case of offense-defense transition. Bottom defused the crisis with delicate hook shots and solid defense when under pressure, then capitalized on the opponent's transition error to score with a decisive powerful smash, demonstrating strong offensive finishing ability. Although Top started with aggressive pressure, their handling of key shots and net control needs improvement; it is suggested to enhance shot placement variation and consistency during defensive counterattacks."
+        }
+    },
+    {
+        "video": "0044.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 185,
+        "start_frame": 4342,
+        "end_frame": 4527,
+        "hitting": [
+            {
+                "start_frame": 4342,
+                "end_frame": 4365,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "top player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 4365,
+                "end_frame": 4386,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand",
+                        "defensive"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The bottom player moved to the net and executed a forehand cross-court shot, sending the shuttle from his own right front court to the opponent's left back court, thereby creating an advantageous position for himself.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 4386,
+                "end_frame": 4417,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net lift",
+                    "subtype": [
+                        "high lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top moves from the mid-front court to the left back court, executing a backhand lift to the opponent's left back court area, attempting to create depth and gain time to adjust, but the execution was suboptimal.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 4417,
+                "end_frame": 4440,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "common smash"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom intercepted a fast straight drive with a forehand from his own backcourt, aiming to score directly or take the initiative, but the opponent neutralized the threat effectively.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 4440,
+                "end_frame": 4460,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "right mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand",
+                        "defensive"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top moves from their own back left court to the right mid-court, executing a defensive forehand push to the opponent’s front right court in an attempt to apply pressure, but fails to put the opponent in a passive position.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 4460,
+                "end_frame": 4487,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "From the bottom position, the player moves from the left rear court to the right front court, executing a forehand passive push lift straight over the head, sending the shuttle from their own right front court to the opponent's left rear court, attempting to escape the passive situation and create a chance to reset, but failing to do so.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 4487,
+                "end_frame": 4527,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "full smash",
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "top moved from the right midcourt to the left rear court, intercepting with a forehand to execute a jumping powerful cross-court smash, directly scoring with strong offensive play.",
+                    "quality": 7
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Lakshya Sen",
+                "role": "server"
+            },
+            {
+                "name": "Jia Heng Jason Teh",
+                "role": "receiver"
+            }
+        ],
+        "evaluations_new": {
+            "score_reason": "Top sealed the victory with a crucial forehand heavy jump smash. His interception judgment in the left backcourt was precise, and he secured the winning point by suppressing the opponent with dominant offense. Throughout the rally, Top maintained tactical patience despite adversity, such as ineffective lifts, ultimately finishing off the point with a high-quality smash.",
+            "lose_reason": "Bottom's transition faltered at a crucial moment, especially when forced into a lift on the 6th shot that failed to relieve the pressure, leaving them unable to effectively defend against top's aggressive follow-up. Additionally, the placement of their quick drive and lift did not sufficiently restrict the opponent, creating more opportunities for counterattacks.",
+            "total_eva": "This was a rally with frequent transitions between offense and defense. Top demonstrated excellent placement control and the ability to capitalize on key points, constantly maneuvering the opponent through a tactic combining long and short shots. Although Bottom delayed the momentum through defense in the early stage, the quality of exchanges in the mid-to-rear court declined significantly. Stability was lacking especially when facing pressing attacks, and there is room to improve the efficiency of defensive counterattacks in passive situations."
+        }
+    },
+    {
+        "video": "0044.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 309,
+        "start_frame": 4841,
+        "end_frame": 5150,
+        "hitting": [
+            {
+                "start_frame": 4841,
+                "end_frame": 4860,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "bottom player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 4860,
+                "end_frame": 4880,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net shot",
+                    "subtype": [
+                        "spinning net"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "a high net early shot",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top plays a cross-court net shot to the opponent's front court, intending to force bottom into a passive lift, thereby seeking an attacking opportunity.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 4880,
+                "end_frame": 4916,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net lift",
+                    "subtype": [
+                        "high lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom plays a backhand lift straight over head to Top's mid-to-rear court, attempting to escape a passive situation and buy time for adjustment, but the shot quality is poor, giving Top an attacking opportunity.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 4916,
+                "end_frame": 4938,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "full smash",
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "top moves from the mid-front court to the mid-back court, jumps, and executes a powerful forehand smash cross-court to the opponent's left mid-court area, attempting to score directly or force bottom into a more passive defensive situation.",
+                    "quality": 6
+                }
+            },
+            {
+                "start_frame": 4938,
+                "end_frame": 4958,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "left mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom, from their own left midcourt, played a backhand passive straight drop to the opponent's right frontcourt, attempting to change the rhythm and escape from the passive position, but failed to effectively limit Top's offensive momentum.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 4958,
+                "end_frame": 4980,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net shot",
+                    "subtype": [
+                        "spinning net"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "a high net early shot",
+                        "forehand",
+                        "seamlessly"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top moves from the mid-rear court to the right front court, executing a forehand high net early shot seamlessly along the straight line to the opponent's left front court, aiming to force the opponent to lift the shuttlecock to create an attacking opportunity.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 4980,
+                "end_frame": 5008,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "To create depth",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom executed a passive backhand straight lift over head from their left forecourt to the opponent's right rear court, aiming to create depth, escape the passive situation, and gain time to adjust, but failed to effectively disrupt Top's attacking rhythm.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 5008,
+                "end_frame": 5025,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "jump smash",
+                        "common smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "top intercepted a jump smash straight from their own backhand rear court with a forehand, attempting to seize the opportunity for a swift aggressive attack to score.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 5025,
+                "end_frame": 5045,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "left mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom played a backhand net shot straight from the left midcourt, aiming to quickly transition and relieve pressure, but failed to disrupt Top's rhythm.",
+                    "quality": 2
+                }
+            },
+            {
+                "start_frame": 5045,
+                "end_frame": 5066,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net shot",
+                    "subtype": [
+                        "spinning net"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "From the backcourt on the right side, the player moved to the net on the right front, executing a forehand cross-court net shot aiming for the opponent’s mid-to-front court. The intention was to force a passive net response from the opponent and create an opening for a follow-up attack. Unfortunately, the quality of this shot was poor.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 5066,
+                "end_frame": 5084,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "defensive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom defended with a backhand push straight down the line from mid-to-front court, applying pressure and forcing the opponent to adjust with a deep clear.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 5084,
+                "end_frame": 5107,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "To create depth",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top hit a forehand lift from their own mid-to-frontcourt area, sending the shuttle high and deep to the opponent's right midcourt. The intent was to create depth and buy time to reset, but it presented the opponent with an opportunity to intercept and attack from the right midcourt.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 5107,
+                "end_frame": 5150,
+                "player": "Jia Heng Jason Teh",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "full smash",
+                        "jump smash"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "right mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "body hit"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom intercepts with a forehand from their own right mid-court, executing a powerful jump smash cross-court body hit into the opponent's rear empty space to score directly.",
+                    "quality": 7
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Lakshya Sen",
+                "role": "receiver"
+            },
+            {
+                "name": "Jia Heng Jason Teh",
+                "role": "server"
+            }
+        ],
+        "evaluations_new": {
+            "score_reason": "Bottom secured the point directly with the final shot, a powerful forehand jump smash aimed cross-court at the opponent's body. Ending the rally with this high-quality smash, Bottom showcased decisive aggressiveness.",
+            "lose_reason": "Top failed to effectively defend Bottom's crucial smash, despite having previously pressured the opponent with well-placed net shots and repeated smashes. However, the defensive lapse on the final key shot was exploited by Bottom, resulting in a missed opportunity to close out the point.",
+            "total_eva": "This was a classic example of a defensive-to-offensive transition rally. Top controlled the initiative with precise net play and powerful smashes, but failed to capitalize on the advantageous position to close out the point. Instead, Bottom seized the accumulated counterattack opportunities from a passive stance and turned the tables with a decisive body smash to seal the reversal. Top’s defensive focus at crucial points and Bottom’s resilience in launching counterattacks under pressure are both commendable. In future matches, both players should pay closer attention to rhythm control during transitions and fine-tune their execution in key-point situations."
+        }
+    }
+]

finebadminton-20K/0046_updated.json

@@ -0,0 +1,2155 @@
+[
+    {
+        "video": "0046.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 84,
+        "start_frame": 1324,
+        "end_frame": 1408,
+        "hitting": [
+            {
+                "start_frame": 1324,
+                "end_frame": 1344,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "top player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 1344,
+                "end_frame": 1372,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "To create depth",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom forehands and pulls the shuttle to create depth, attempting a lifted cross-court shot over the head to Top's right rear court to buy time and space for adjustment.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 1372,
+                "end_frame": 1408,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "full smash",
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top moves from their mid-front court to the right back court, executing a forehand intercept with a powerful jump smash, attempting to attack quickly with a downward trajectory, placing the shuttle to the opponent's right back court area.",
+                    "quality": 7
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Lakshya Sen",
+                "role": "server"
+            },
+            {
+                "name": "Shogo Ogawa",
+                "role": "receiver"
+            }
+        ],
+        "evaluations_new": {
+            "score_reason": "Top pinned the shuttle to Bottom's right backcourt with a precise forehand intercepting jump smash, showcasing immense aggression that left the opponent struggling to cope.",
+            "lose_reason": "Although bottom attempted to create space and buy time by pushing and lifting a deep crosscourt shot over the top, it failed to effectively restrict top's quick movement and counterattack, ultimately being unable to respond to the subsequent powerful smash.",
+            "total_eva": "This rally exemplifies a classic transition between attack and defense. Top, with sharp court awareness and explosive power, swiftly shifted into a defensive counter-attacking role and sealed the point with a textbook jump smash. Bottom's strategy of stretching the opponent failed to disrupt the rhythm, and inadequate defensive response on the crucial shot exposed a weakness. It is recommended that Bottom improve the ability to turn defense into offense during extended rallies, especially enhancing anticipation and variety in counter-attacking shots when facing strong downward pressure."
+        }
+    },
+    {
+        "video": "0046.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 232,
+        "start_frame": 1612,
+        "end_frame": 1844,
+        "hitting": [
+            {
+                "start_frame": 1612,
+                "end_frame": 1633,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "top player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 1633,
+                "end_frame": 1657,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "wide placement",
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom executes a backhand cross-court wide placement to the opponent's forehand frontcourt, attempting to move the opponent and apply pressure.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 1657,
+                "end_frame": 1696,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "To create depth",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The top player executed a forehand shot to lift and push the shuttlecock straight over the opponent's head into the left rear court, aiming to create depth and gain time to reset. However, the shot lacked effectiveness, leaving an opening for the opponent to launch an attack.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 1696,
+                "end_frame": 1722,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "jump smash"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom moves from their mid-court front position to the left rear court, executing a forehand intercept jump smash with a straight shot aimed at the opponent's left mid-court area, aiming to either score directly or create an advantageous attacking opportunity.",
+                    "quality": 6
+                }
+            },
+            {
+                "start_frame": 1722,
+                "end_frame": 1743,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "left mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The top player executes a forehand cross-court block from their left mid-court to the opponent's mid-front court, intending to disrupt the opponent's rhythm and create an attacking opportunity for themselves, but fails to exert effective pressure on the opponent.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 1743,
+                "end_frame": 1776,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [
+                        "high drive"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "backhand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "After moving from the left backcourt to the mid-front court, the bottom player executes a passive backhand high cross-court shot to the opponent's mid-backcourt area, attempting to create depth and adjust.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 1776,
+                "end_frame": 1796,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top intercepted from the mid-to-rear court and executed a jump smash straight to the opponent's mid-right court area, aiming to score directly through attack or force the opponent into a passive position, putting significant pressure on the opponent.",
+                    "quality": 6
+                }
+            },
+            {
+                "start_frame": 1796,
+                "end_frame": 1815,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "right mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom played a passive forehand push cross-court from the mid-right court to the opponent's mid-forecourt area, attempting to reset the rally through a transitional shot, but failed to effectively escape the defensive position, leaving an opening for the opponent to launch an attack.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 1815,
+                "end_frame": 1844,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net kill",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "intercept",
+                        "forehand",
+                        "seamlessly"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player moved from the rear court to the net, then seamlessly transitioned to the mid-forecourt area and executed a forehand intercept with a cross-court shot to the opponent's mid-rear court. The aggressive intent was clear, resulting in an immediate point.",
+                    "quality": 7
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Lakshya Sen",
+                "role": "server"
+            },
+            {
+                "name": "Shogo Ogawa",
+                "role": "receiver"
+            }
+        ],
+        "evaluations_new": {
+            "score_reason": "Top demonstrated strong attacking prowess in key shots, especially after the forehand net interception at shot 9. He quickly followed up with a diagonal net kill, featuring precise placement and immense pressure, directly leaving the opponent unable to organize an effective defense.",
+            "lose_reason": "Bottom failed to break through effectively in multiple passive situations; the defensive high clear on shot 6 and the transitional push to the crosscourt on shot 8 both failed to disrupt the opponent's rhythm, especially under pressure from Top at critical points, lacking the ability to adjust, which exposed vulnerabilities.",
+            "total_eva": "This was an intense rally with sharp transitions between attack and defense. Top seized control through aggressive net approaches and sudden changes of pace, while Bottom attempted to counter with jump smashes and cross-court shots to disrupt the rhythm. However, defensive lapses on crucial points and overly conservative transition shots reduced the threat of their counterattacks. It is recommended that Bottom increase variation in shot placement and enhance offensive intent when under pressure."
+        }
+    },
+    {
+        "video": "0046.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 388,
+        "start_frame": 2028,
+        "end_frame": 2416,
+        "hitting": [
+            {
+                "start_frame": 2028,
+                "end_frame": 2049,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "bottom player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2049,
+                "end_frame": 2071,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The top player executed a well-placed net shot to the opponent's left front court, aiming to disrupt their rhythm and create an opportunity to attack.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2071,
+                "end_frame": 2101,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "passing shot",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The bottom player executed a backhand push from the frontcourt to the opponent's rear left corner, aiming to create depth and buy time for adjustment, but unfortunately left an attacking opportunity for the opponent.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 2101,
+                "end_frame": 2120,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "common smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "body hit"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top moved from the midcourt to the rear left court, executed a forehand interception with a fast drive to the opponent's midcourt, attempting to suppress the opponent through offense and create further scoring opportunities.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 2120,
+                "end_frame": 2138,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [
+                        "flat drive"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The bottom player executed a forehand flat drive cross-court from their own midcourt to the opponent's midcourt, attempting a quick transition to gain initiative, but failed to apply sufficient pressure on the opponent.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 2138,
+                "end_frame": 2163,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "From the top, the player executed a forehand push from midcourt to the opponent's mid-backcourt with a cross-court trajectory over the head, aiming to create depth and gain initiative and adjustment time, setting up for subsequent offensive plays.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2163,
+                "end_frame": 2179,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "common smash"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "body hit"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "From the mid-rear court, the player in the bottom executed a quick forehand drive cross-court to the opponent's midcourt, aiming to target the body and apply offensive pressure to seize the initiative.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 2179,
+                "end_frame": 2191,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [
+                        "flat drive"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": []
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The top player hits a forehand drive from their own mid-court to the opponent's mid-court area, attempting to seize the initiative in the mid-court exchange through fast drives and pressure the opponent.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2191,
+                "end_frame": 2207,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "common smash"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "intercept"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "bottom player executed a backhand interception with a fast cross-court smash, attempting to seize the initiative through an aggressive attack to gain the upper hand.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2207,
+                "end_frame": 2228,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The top player executed a forehand cross-court push lift from their own left forecourt, aiming to send the shuttle to the opponent's right forecourt to gain time for adjustment or create an attacking opportunity, but failed to fully pin the opponent to the right forecourt.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2228,
+                "end_frame": 2248,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net shot",
+                    "subtype": [
+                        "spinning net"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Moving to the net from the backcourt, the player executed a forehand net shot straight down the line to the opponent's left frontcourt. The intention was to use the delicate net play to force a high lift from the opponent, thereby creating an attacking opportunity. The shot achieved some success in doing so.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 2248,
+                "end_frame": 2273,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "To create depth"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "passing shot",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "From her frontcourt backhand on the left side, the player in the top position executed a cross-court overhead push lift, aiming to send the shuttle deep into the opponent's rear court to buy time for recovery or set up an attacking opportunity. The shot achieved some effect, but did not put the opponent in a passive position.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2273,
+                "end_frame": 2305,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "clear",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "passive",
+                        "turnaround"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom moved from the right front court to the middle-back court, finding themselves in a passive situation. They executed a backhand turnaround to hit an over head straight high clear, attempting to send the shuttle to the opponent's backcourt area to gain time for adjustment or create attacking opportunities. However, they failed to effectively limit the opponent's attack, resulting in an average effect.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 2305,
+                "end_frame": 2325,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "stick smash",
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "From the top position on the left frontcourt, the player moved to mid-backcourt, intercepted with a forehand, and executed a cross-court angled jump smash aiming to apply quick downward pressure and gain offensive advantage, achieving a strong effect.",
+                    "quality": 6
+                }
+            },
+            {
+                "start_frame": 2325,
+                "end_frame": 2346,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "left mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom is in a passive situation at the mid-left court, playing a passive backhand transition. He executes a straight net block from his mid-left court to the opponent's front-right court, attempting to gain adjustment time and alleviate the passive situation, but fails to effectively restrict the opponent, resulting in an average outcome.",
+                    "quality": 2
+                }
+            },
+            {
+                "start_frame": 2346,
+                "end_frame": 2375,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top quickly moved from mid-to-rear court to the right frontcourt, finding themselves in a passive position. They executed a forehand defensive shot, playing a straight push-lift that aimed to send the shuttle deep into the opponent’s left rear court. This was intended to buy time to reset, create depth, and escape the current passive situation—achieving a certain degree of success.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2375,
+                "end_frame": 2416,
+                "player": "Shogo Ogawa",
+                "get_point": [
+                    "lose the point"
+                ],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "common smash"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "Net fault",
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The bottom player intercepted from their own backhand rear court with a forehand, attempting a cross-court fast drive to attack the opponent's forecourt, but the shot resulted in a net fault, failing to achieve the intended effect.",
+                    "quality": 1
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Lakshya Sen",
+                "role": "receiver"
+            },
+            {
+                "name": "Shogo Ogawa",
+                "role": "server"
+            }
+        ],
+        "evaluations_new": {
+            "score_reason": "Top capitalized on a crucial 14th shot—a powerful cross-court forehand jump smash from mid-rear court—to force bottom into a defensive position with aggressive downward pressure, ultimately causing the opponent to make an error under pressure and concede the point, showcasing elite attacking ability and tactical execution.",
+            "lose_reason": "Bottom repeatedly faltered in crucial point execution: the backhand fast kill to the left rear court on shot 17 went directly into the net, and prior to that, multiple returns lacked sufficient quality to effectively limit Top's aggressive pressure, ultimately collapsing under the strain.",
+            "total_eva": "This rally stands as a prime example of offensive and defensive strategy. Top dominated court initiative by combining precise net control, fast pushes and lifts, and powerful smashes; while Bottom attempted tactical adjustments through backhand drive lifts and net spins, insufficient stability on key points led to ultimate failure. It is recommended that Bottom strengthen backhand attack quality and follow-up techniques after net shots, while Top should maintain the ability to shift from defense to offense under pressure during multi-shot rallies."
+        }
+    },
+    {
+        "video": "0046.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 165,
+        "start_frame": 2706,
+        "end_frame": 2871,
+        "hitting": [
+            {
+                "start_frame": 2706,
+                "end_frame": 2725,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "top player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2725,
+                "end_frame": 2755,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom executed a forehand push clear to the cross-court, sending the shuttlecock over the top from midcourt in an attempt to create depth and gain time to adjust.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2755,
+                "end_frame": 2778,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drop shot",
+                    "subtype": [
+                        "stop drop shot"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top player executes a forehand intercept drop shot straight, from their right backcourt to the opponent's left mid-court area, intending to disrupt the opponent's rhythm and create attacking opportunities for themselves.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2778,
+                "end_frame": 2801,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "left mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom played a backhand cross-court shot from their own left midcourt to the opponent's left forecourt, attempting to disrupt the opponent's rhythm.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2801,
+                "end_frame": 2831,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "From the backcourt on the right side, the player at the top moves to the net and executes a backhand push lift to the straight over head, aiming to create depth and open up the court for recovery. However, the shot leaves an attacking opportunity for the opponent in the mid-backcourt.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 2831,
+                "end_frame": 2871,
+                "player": "Shogo Ogawa",
+                "get_point": [
+                    "score the point"
+                ],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "full smash",
+                        "jump smash"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom executes a forehand intercept jump smash, a heavy smash straight. Previously, top's push lift left an attacking gap for bottom. Bottom seized the opportunity to attack decisively and scored.",
+                    "quality": 7
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Lakshya Sen",
+                "role": "server"
+            },
+            {
+                "name": "Shogo Ogawa",
+                "role": "receiver"
+            }
+        ],
+        "evaluations_new": {
+            "score_reason": "Bottom capitalized on the opening left by top's earlier push and lift, seizing the opportunity with a powerful forehand intercept jump smash down the line, striking accurately to decisively finish the point.",
+            "lose_reason": "Top played too conservatively on the crucial shot; when executing a backhand push to the forehand corner with a high lift down the line, they failed to control the tempo, instead leaving an opening for attack and not effectively compressing Bottom's offensive space.",
+            "total_eva": "This rally showcases a typical transition between offense and defense. Bottom withstood the pressure through continuous rhythm variations, capitalizing on the opponent's tactical deficiencies to launch a deadly counter-attack. Top needs to improve court coverage during defense and the aggressiveness of transition shots in the mid-front court, avoiding exposing defensive gaps too early."
+        }
+    },
+    {
+        "video": "0046.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 85,
+        "start_frame": 2957,
+        "end_frame": 3042,
+        "hitting": [
+            {
+                "start_frame": 2957,
+                "end_frame": 2977,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "top player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2977,
+                "end_frame": 3005,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net lift",
+                    "subtype": [
+                        "high lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The bottom player executed a backhand clear to the opponent's backcourt on the right side, aiming to create depth and buy time for adjustment, but the shot failed to pressure the opponent and instead presented an opportunity for attack.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 3005,
+                "end_frame": 3042,
+                "player": "Lakshya Sen",
+                "get_point": [
+                    "score the point"
+                ],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "full smash",
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "passing shot"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top seized the opportunity with a decisive jump smash from the right rear court. This was a highly threatening cross-court passing shot that left the opponent with no answer, successfully scoring the point.",
+                    "quality": 7
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Lakshya Sen",
+                "role": "server"
+            },
+            {
+                "name": "Shogo Ogawa",
+                "role": "receiver"
+            }
+        ],
+        "evaluations_new": {
+            "score_reason": "Top seized the opportunity at the backcourt on the right side, decisively executing a powerful jump smash. The cross-court shot going over the top was highly threatening, directly targeting the opponent's backhand area and establishing absolute offensive dominance.",
+            "lose_reason": "Bottom's backhand clear during the crucial defensive phase lacked quality; although the intention was to stretch the opponent, the poor placement handed the initiative back into the opponent's attacking range.",
+            "total_eva": "This rally exhibited a significant strategic imbalance. When in a passive position, bottom relied too heavily on defensive lifts to the backcourt for transition; however, due to the lack of threat in these shots, attacking opportunities were inadvertently gifted to the opponent. Top, on the other hand, showcased precise tactical execution, sealing the point with a powerful smash after securing a favorable hitting position. It is suggested that bottom needs to improve the quality of transition shots or attempt to vary shot placement during rallies."
+        }
+    },
+    {
+        "video": "0046.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 262,
+        "start_frame": 3168,
+        "end_frame": 3430,
+        "hitting": [
+            {
+                "start_frame": 3168,
+                "end_frame": 3186,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "bottom player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 3186,
+                "end_frame": 3207,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "deception",
+                        "hesitation",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "A top forehand push shot from mid-to-front court, cross-court to the opponent's right front court, using hesitation and deception to try to force the opponent into a passive position, and it worked well.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 3207,
+                "end_frame": 3237,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "To create depth",
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom executed a forehand push clear down the straight line, attempting to create depth and escape passivity to gain time for recovery, but failed to disrupt Top's attacking rhythm.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 3237,
+                "end_frame": 3254,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "full smash",
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The top player moves from their mid-front court to the left back court, executes a forehand powerful jump smash straight, aiming to score quickly, with significant effect.",
+                    "quality": 6
+                }
+            },
+            {
+                "start_frame": 3254,
+                "end_frame": 3276,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [
+                        "high drive"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "right mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom, positioned in his own right mid-court, attempts a forehand clear to transition, aiming to send the shuttle into the opponent's mid-to-front court area. He is currently in a passive state and seeks to use this shot to reset the pace and regain initiative, but the execution falls short of the desired effect.",
+                    "quality": 2
+                }
+            },
+            {
+                "start_frame": 3276,
+                "end_frame": 3301,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net shot",
+                    "subtype": [
+                        "spinning net"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "forehand",
+                        "seamlessly"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top moved seamlessly to the net after the previous shot, advancing from his own back left court to the mid-front court, executing a forehand net shot cross-court to the opponent's front left area, attempting to create an attacking opportunity with a delicate net drop.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 3301,
+                "end_frame": 3335,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "To create depth",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "bottom moves quickly from their right mid-court to the left front-court, using a backhand push clear to hit a straight over head shot to the opponent's right back-court area. At this moment, bottom is in a passive situation; he tries to create depth to gain adjustment time, but fails to completely escape the passive state.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 3335,
+                "end_frame": 3354,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "From the top position, the player intercepts from their own backhand rear court with a forehand, then jumps and smashes straight down the line into the opponent's left midcourt area, aiming to score quickly or set up a follow-up attacking opportunity.",
+                    "quality": 6
+                }
+            },
+            {
+                "start_frame": 3354,
+                "end_frame": 3373,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [
+                        "high drive"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom, positioned at their left midcourt, executes a backhand straight high shot to the opponent's right forecourt. At this moment, Bottom is in a passive situation and attempts to use this high shot as a transition to buy time for recovery and escape from passivity, but fails to do so.",
+                    "quality": 2
+                }
+            },
+            {
+                "start_frame": 3373,
+                "end_frame": 3388,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net kill",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "forehand",
+                        "seamlessly"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top moved from their own backcourt on the right side to the net on the right side, seamlessly followed up with a forehand cross-court net kill, aiming to score quickly or force an error from the opponent in the midcourt area.",
+                    "quality": 6
+                }
+            },
+            {
+                "start_frame": 3388,
+                "end_frame": 3430,
+                "player": "Shogo Ogawa",
+                "get_point": [
+                    "lose the point"
+                ],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [
+                        "flat drive"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "out",
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom executed a forehand cross-court drive from mid-court, but unfortunately the shot landed out, resulting in a point loss. This may have been an attempt to break free from the passive position created by the opponent's previous net kill, but the effort was unsuccessful.",
+                    "quality": 1
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Lakshya Sen",
+                "role": "receiver"
+            },
+            {
+                "name": "Shogo Ogawa",
+                "role": "server"
+            }
+        ],
+        "evaluations_new": {
+            "score_reason": "top established dominance through aggressive attacking and ultimately created a scoring opportunity with a precise net kill. shot 10's forecourt cross-court net kill forced bottom into a forehand drive that went out of bounds, demonstrating decisive and effective play on a crucial point.",
+            "lose_reason": "Bottom was repeatedly trapped in passive defense, failing to effectively neutralize Top's offensive pressure. Shot 11, a forehand cross-court drive, went directly out, proving to be a fatal error; the preceding 5 defensive/transition shots also failed to reverse the disadvantage.",
+            "total_eva": "Top dominated with powerful smashes, jump smashes, and smooth net transitions, effectively applying proactive pressure; bottom struggled with defensive counterattacks, and hesitation in crucial points led to increased errors. The rally showcased the offensive-defensive duel between top-level players, but bottom needs to improve crisis management under high pressure."
+        }
+    },
+    {
+        "video": "0046.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 425,
+        "start_frame": 5360,
+        "end_frame": 5785,
+        "hitting": [
+            {
+                "start_frame": 5360,
+                "end_frame": 5379,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "top player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 5379,
+                "end_frame": 5396,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net shot",
+                    "subtype": [
+                        "spinning net"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom opted for a straight net shot to the opponent's mid-front court, aiming to force a passive lift from the opponent through delicate net play and create an attacking opportunity for themselves.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 5396,
+                "end_frame": 5408,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "a high net early shot",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top executes a forehand shot to the net, pushing a cross-court shot to the opponent's mid-to-front court area, attempting to disrupt the rhythm with a change of direction to move the opponent and create opportunities for their own subsequent attack or control of the rally.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 5408,
+                "end_frame": 5416,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "a high net early shot",
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom quickly moved to the net with a forehand early shot, intercepting with a cross-court drive into the opponent's mid-to-front court area, attempting to use fast flat drive and block techniques to pressure the opponent, forcing them into a passive state where they could only play a defensive shot.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 5416,
+                "end_frame": 5429,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drop shot",
+                    "subtype": [
+                        "blocked drop shot"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "intercept",
+                        "passive",
+                        "turnaround"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "top, in a passive situation, executed a backhand interception with a straight drop shot to the opponent's midcourt area, attempting to disrupt the rhythm and shift the trajectory to escape the defensive stance and create an opportunity for recovery.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 5429,
+                "end_frame": 5439,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [
+                        "flat drive"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "a high net early shot",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom executed a forehand high net early shot with a flat cross-court drive to the opponent's midcourt area, attempting to further pressure the opponent with a quick drive and block technique, keeping the opponent in a passive position.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 5439,
+                "end_frame": 5450,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [
+                        "flat drive"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "intercept",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "From a top position in a passive situation, the player intercepts with a backhand straight drive to the opponent's mid-court area, attempting to maintain the rally through a fast flat block technique and avoid falling into a more disadvantageous position.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 5450,
+                "end_frame": 5459,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [
+                        "flat drive"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "body hit"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom player intercepts with a forehand straight body shot to the mid-backcourt area, aiming to further pressure the opponent and keep them on the defensive.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 5459,
+                "end_frame": 5480,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [
+                        "high drive"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "A top backhand clear to the midcourt area, attempting to adjust positioning and escape a passive situation by lifting the shuttle.",
+                    "quality": 2
+                }
+            },
+            {
+                "start_frame": 5480,
+                "end_frame": 5493,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "stick smash",
+                        "jump smash"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom player executes a forehand intercept jump smash cross-court to the opponent's midcourt area, applying pressure to disrupt the opponent's rhythm and gain the initiative.",
+                    "quality": 6
+                }
+            },
+            {
+                "start_frame": 5493,
+                "end_frame": 5510,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "passive",
+                        "defensive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top executed a backhand push straight down the line to the opponent's mid-front court, a passive shot aimed at transitioning out of a defensive position and resetting the stance.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 5510,
+                "end_frame": 5535,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "To create depth",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "From the bottom position, the player executes a forehand push and lift, sending the shuttlecock over the head with a cross-court trajectory to the opponent's mid-backcourt area. The intent is to create depth, gain initiative, and reset positioning, but the shot fails to effectively limit the opponent's attacking options.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 5535,
+                "end_frame": 5550,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "full smash",
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "body hit"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top executes a powerful forehand jump smash from the mid-to-rear court, delivering a cross-court body hit to the opponent's mid-court area. This shot is highly threatening, aiming to score directly or force the opponent into a passive situation.",
+                    "quality": 6
+                }
+            },
+            {
+                "start_frame": 5550,
+                "end_frame": 5563,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [
+                        "high drive"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom intercepted at midcourt with a forehand, hitting a high straight shot towards his opponent. He was in a passive situation, attempting to buy time and space to adjust with this high ball and avoid falling into a more defensive position, but failed to effectively neutralize the attacking threat.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 5563,
+                "end_frame": 5574,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "common smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "intercept"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "body hit"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The top player executed a fast backhand interception with a straight body hit to the opponent's midcourt, creating significant threat and aiming for a direct winner or to force the opponent into a passive position.",
+                    "quality": 6
+                }
+            },
+            {
+                "start_frame": 5574,
+                "end_frame": 5586,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "intercept",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom, in a somewhat passive situation, intercepts with a backhand and drives a cross-court shot to the opponent's midcourt. This shot, executed under pressure, aims to shift the rally by changing the direction and creating space, serving as a transitional play to regain control.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 5586,
+                "end_frame": 5602,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drop shot",
+                    "subtype": [
+                        "blocked drop shot"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "intercept"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "From the top position, intercepted with a backhand at midcourt, attempting to drop shot cross-court into the opponent's mid-to-frontcourt area, using a change of pace to try to force the opponent to move, creating an opportunity for subsequent attack.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 5602,
+                "end_frame": 5625,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "To create depth",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The bottom player executes a forehand cross-court over head lift from their mid-front court to the opponent's right rear court area, aiming to create depth against the opponent and gain time and space for adjustment.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 5625,
+                "end_frame": 5648,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drop shot",
+                    "subtype": [
+                        "slice drop shot"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top, from their own right backcourt, executes a cross-court sliced drop shot with a forehand intercept to the opponent's right frontcourt area, attempting to move the opponent and create opportunities for subsequent attack.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 5648,
+                "end_frame": 5675,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "Repeat shot",
+                        "cross-court",
+                        "passing shot",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom plays a forehand push lift from their right front court, hitting a passing shot that goes over head, backwards, and cross-court, intending to force the opponent to move to their right rear court area to receive the shot and apply pressure.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 5675,
+                "end_frame": 5706,
+                "player": "Shogo Ogawa",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [
+                        "high drive"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top player executed a forehand straight lift, attempting to break out of the passive situation, but failed to effectively suppress the opponent's attack.",
+                    "quality": 2
+                }
+            },
+            {
+                "start_frame": 5706,
+                "end_frame": 5731,
+                "player": "Lakshya Sen",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "slice smash",
+                        "jump smash"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom moved from their right frontcourt to left backcourt, executed a powerful forehand jump smash, sending the shuttle from their left backcourt to top's left frontcourt with a cross-court shot, aiming to force top into a passive defensive position and induce an error, ultimately scoring the point.",
+                    "quality": 7
+                }
+            },
+            {
+                "start_frame": 5731,
+                "end_frame": 5785,
+                "player": "Shogo Ogawa",
+                "get_point": [
+                    "lose the point"
+                ],
+                "Foundational Actions Level": {
+                    "hit type": "net shot",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "backhand",
+                        "passive",
+                        "defensive"
+                    ],
+                    "shot characteristics": [
+                        "Net fault",
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Moving from the mid-rear court to the left front court, the player attempted a backhand cross-court net shot from a defensive and passive position, aiming to disrupt the opponent's rhythm. Unfortunately, the shot resulted in a net fault, failing to effectively relieve the passive situation.",
+                    "quality": 1
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Lakshya Sen",
+                "role": "receiver"
+            },
+            {
+                "name": "Shogo Ogawa",
+                "role": "server"
+            }
+        ],
+        "evaluations_new": {
+            "score_reason": "Bottom dominated the rally with aggressive attacks, especially the forehand slice jump smash down the line on the 22nd shot, which was highly threatening and forced top into a defensive error, directly securing the point.",
+            "lose_reason": "Top made several errors in crucial defensive situations, showing a lack of stability in backhand technique, and was often in passive, transitional positions, failing to effectively counter Bottom's sustained aggressive attacks.",
+            "total_eva": "This rally showcased high-intensity competition, with Bottom taking control through precise placement and aggressive proactive play, particularly threatening with jump smashes and body shots from the mid-backcourt. Top displayed tenacious defense but lacked counter-attacking efficiency; it is recommended to strengthen backhand defensive and counter techniques under pressure, increase variation in shot placement, and reduce unforced errors."
+        }
+    }
+]

finebadminton-20K/0047_updated.json

@@ -0,0 +1,1563 @@
+[
+    {
+        "video": "0047.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 114,
+        "start_frame": 816,
+        "end_frame": 930,
+        "hitting": [
+            {
+                "start_frame": 816,
+                "end_frame": 838,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "bottom player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 838,
+                "end_frame": 862,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "hesitation",
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top player executed a backhand with hesitation, dropping the shot to the opponent's forecourt left side. The intention was to suppress the opponent, and it worked quite effectively.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 862,
+                "end_frame": 891,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "To create depth",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom player executes a backhand cross-court lift, sending the shuttle from their own left front court to the opponent's left back court over head, aiming to create depth for a passive transition, but fails to escape the opponent's attacking rhythm.",
+                    "quality": 2
+                }
+            },
+            {
+                "start_frame": 891,
+                "end_frame": 930,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "full smash",
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top player's forehand intercept powerful jump smash was full of power, forcing the opponent into a passive transition shot.",
+                    "quality": 7
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Pusarla V. Sindhu",
+                "role": "server"
+            },
+            {
+                "name": "Wu Luo Yu",
+                "role": "receiver"
+            }
+        ],
+        "evaluations_new": {
+            "score_reason": "Top secured the point with a precise tactical combination, starting with a backhand crosscourt net shot to pressure the forecourt and gain the upper hand. The fourth shot, a powerful forehand jump smash, delivered overwhelming force to decisively finish the rally, fully demonstrating absolute dominance in the attacking phase.",
+            "lose_reason": "Bottom lacked effective breakthrough options at a crucial stage, failing to shift the attacking rhythm with a backhand push from a passive position on the third shot. On defense, they were unable to mount a threatening counterattack when facing top's powerful smashes, resulting in sustained passivity throughout the rally.",
+            "total_eva": "This is a textbook example of a successful suppression-offense strategy. Top gradually built dominance from the serve by controlling placement and tempo, ultimately finishing the point with a powerful smash. Bottom attempted to adjust positioning but lacked sufficient adaptability, with their defensive system failing to match the intensity of the opponent's pressure. It is recommended that Bottom improve their ability to execute sudden line-changing attacks when under passive pressure, while Top could further refine the efficiency of transitioning into offense after extended rallies."
+        }
+    },
+    {
+        "video": "0047.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 132,
+        "start_frame": 2334,
+        "end_frame": 2466,
+        "hitting": [
+            {
+                "start_frame": 2334,
+                "end_frame": 2355,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "bottom player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2355,
+                "end_frame": 2380,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "deception",
+                        "hesitation",
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top player executed a backhand cross-court push to the opponent's forecourt, incorporating hesitation and deception in the motion to try to shift and mislead the opponent.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2380,
+                "end_frame": 2419,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net lift",
+                    "subtype": [
+                        "high lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "passing shot",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "bottom hit a forehand cross-court high clear to the opponent's mid-to-rear court area, attempting to lift the shuttle to escape the current situation and gain time to reset.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 2419,
+                "end_frame": 2466,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "deception",
+                        "hesitation",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The top player moves from the mid-front court to the mid-rear court, executing a forehand cross-court jump smash into the opponent's left side gap. During the shot, hesitation and deception are used to confuse the opponent, attempting to score directly or put the opponent in a passive situation through powerful offense.",
+                    "quality": 7
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Pusarla V. Sindhu",
+                "role": "server"
+            },
+            {
+                "name": "Wu Luo Yu",
+                "role": "receiver"
+            }
+        ],
+        "evaluations_new": {
+            "score_reason": "top scored with a crucial forehand cross-court jump smash, using a pause and deceptive shot to completely fool bottom. The powerful attack launched directly from the rear court was too much to handle, showcasing elite offensive firepower and tactical deception.",
+            "lose_reason": "Bottom made a judgment error in a key defensive phase. Facing Top's high-quality jump smash, Bottom failed to react effectively. Although Bottom attempted to gain time with defensive lifts earlier, it failed to limit Top's finishing attack. At the critical moment, movement preparation was slightly sluggish.",
+            "total_eva": "This was a textbook attacking rally. Top gradually built an advantage through rhythm changes and deceptive moves across multiple shots, finally sealing the point with a signature backcourt jump smash. Bottom's attempt to adjust with a high lift under pressure was the right idea, but the defensive system failed to effectively counter such a lethal weapon. It is recommended to improve anticipation against opponents' deceptive shots and enhance quick-reaction footwork."
+        }
+    },
+    {
+        "video": "0047.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 225,
+        "start_frame": 2527,
+        "end_frame": 2752,
+        "hitting": [
+            {
+                "start_frame": 2527,
+                "end_frame": 2547,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "bottom player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2547,
+                "end_frame": 2565,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "top forehand push from own midcourt to opponent's midcourt, cross-court, aiming to control the net area and suppress the opponent to create opportunities for follow-up attacks.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2565,
+                "end_frame": 2585,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net shot",
+                    "subtype": [
+                        "spinning net"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom executed a backhand net shot to the opponent's forecourt on the right side, aiming to force a lift by using a tight net ball, thereby creating an offensive opportunity.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 2585,
+                "end_frame": 2613,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The top player executed a backhand push shot from their own right frontcourt, sending the shuttlecock high and deep over the opponent's head along the cross-court line, aiming to create depth and gain time to reset their position.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2613,
+                "end_frame": 2637,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drop shot",
+                    "subtype": [
+                        "slice drop shot"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom moved from the mid-forecourt to the mid-backcourt, intercepting with a forehand cross-court drop shot to the opponent's right midcourt area, attempting to create movement and set up an attacking opportunity.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2637,
+                "end_frame": 2660,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "cross-court net shot",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "right mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "deception",
+                        "hesitation",
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top used a backhand hesitation and deceptive move in the mid-right court to execute a cross-court drop shot to the opponent's front right area, aiming to confuse the opponent and disrupt their rhythm, thereby gaining a favorable position.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2660,
+                "end_frame": 2684,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "deception",
+                        "hesitation",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The bottom player moves to the net to the right front court, and after a forehand hesitation and deception, blocks a cross-court shot to the opponent's left front court area, aiming to deceive the opponent and force a passive lift, thereby creating another attacking opportunity for themselves.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 2684,
+                "end_frame": 2711,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top moved from the right midcourt to the left forecourt and executed a forehand push shot straight to the opponent’s backcourt on the right side, aiming to lift the shuttle and reset positioning for a new attacking opportunity, but left space for the opponent to counterattack.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 2711,
+                "end_frame": 2752,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [
+                    "score the point"
+                ],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "common smash"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "right back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom intercepted at the right rear court with a forehand and initiated the attack with a fast cross-court smash, aiming to force a defensive error from the opponent with the quick downward pressure, successfully scoring the point.",
+                    "quality": 6
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Pusarla V. Sindhu",
+                "role": "server"
+            },
+            {
+                "name": "Wu Luo Yu",
+                "role": "receiver"
+            }
+        ],
+        "evaluations_new": {
+            "score_reason": "Bottom scored with a precise forehand interception and a quick cross-court smash, using repeated net chops and slices to shift the opponent's positioning. After forcing a high lift, bottom quickly seized control of the right rear court and applied high-quality, fast, and aggressive pressure, forcing top into an error.",
+            "lose_reason": "Top showed a lapse in focus during the crucial point, pushing a high ball on the 8th shot that gave the opponent an attacking opportunity. Additionally, they failed to effectively counter bottom's net play strategy, repeatedly losing defensive position after being deceived by feints and diagonal shots.",
+            "total_eva": "This was a rally characterized by frequent transitions between offense and defense. bottom emerged victorious through exquisite net play and tactical patience, executing crucial shots with precision after withstanding the opponent's deceptive assaults. Although top attempted to vary the pace, the shot quality on crucial points was insufficient; there is a need to improve the quality of clears during passive defense and the ability to counter net shots."
+        }
+    },
+    {
+        "video": "0047.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 240,
+        "start_frame": 3607,
+        "end_frame": 3847,
+        "hitting": [
+            {
+                "start_frame": 3607,
+                "end_frame": 3627,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "top player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 3627,
+                "end_frame": 3646,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "wide placement",
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom attempted to disrupt the opponent's rhythm by using wide placement and cross-court drives, aiming to change the pace and direction of the rally, setting up for subsequent attacks or more advantageous positioning.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 3646,
+                "end_frame": 3668,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "cross-court net shot",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "deception",
+                        "hesitation",
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top at the front left court used a backhand net shot with hesitation and deception, attempting to confuse the opponent and change the direction of the shuttle, trying to create a favorable attacking position.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 3668,
+                "end_frame": 3698,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net lift",
+                    "subtype": [
+                        "high lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "passing shot",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "bottom plays a forehand lift from the left front court, sending the shuttle cross-court with a passing shot and over head trajectory to top's middle-back court, aiming to create depth with this high shot to gain time and space for adjustment.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 3698,
+                "end_frame": 3718,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The top player moves from the left front court to the mid-back court, then executes a forehand jump smash intercept from their own mid-back court, directing the shot to the opponent's right mid-court, aiming to initiate a powerful attack and impose pressure on the opponent.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 3718,
+                "end_frame": 3743,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "right mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the bottom moves from the left front court to the right mid-court, executes a forehand block straight to the opponent's mid-front court, but the position is too passive, and the trajectory of the shot is uncontrolled.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 3743,
+                "end_frame": 3776,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net lift",
+                    "subtype": [
+                        "high lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top moves to the net from the mid-rear court to the mid-front court; however, the movement speed was rather slow, so they could only use a forehand lift to hit a cross-court over head high ball.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 3776,
+                "end_frame": 3806,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "clear",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "right back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "passing shot",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "bottom hits a forehand high and deep shot from his own backcourt on the right side, a passing shot that goes cross-court over the head to the opponent's midcourt area, aiming to create depth and gain adjustment time or disrupt the opponent's positioning, but fails to limit the opponent's attacking options.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 3806,
+                "end_frame": 3847,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [
+                    "score the point"
+                ],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top executes a forehand jump smash from the mid-to-rear court, directing a cross-court shot to the opponent's rear court area. Aiming to score directly or create a more favorable attacking situation, the shot successfully disrupts the opponent's rhythm, resulting in a point.",
+                    "quality": 6
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Pusarla V. Sindhu",
+                "role": "server"
+            },
+            {
+                "name": "Wu Luo Yu",
+                "role": "receiver"
+            }
+        ],
+        "evaluations_new": {
+            "score_reason": "Top scored successfully through multiple tactical variations and key shots. First, in shot 3, Top used a backhand hook shot combined with deception to disrupt Bottom's rhythm. In the deciding shot 9, Top jumped from the mid-court and accurately executed a high-quality forehand jump smash, directly ending the rally and demonstrating strong attacking finishing ability.",
+            "lose_reason": "Bottom failed to seize the opportunity in the critical defensive phase. The quality of Shot 6 push lift and Shot 8 high clear was insufficient, failing to restrict the opponent's offensive momentum. When facing Top's frequent deception and cross-court tactical variations, the response was slightly sluggish, and the defensive strategy was not adjusted in time, ultimately resulting in a point conceded to a jump smash.",
+            "total_eva": "This rally showcased a high-intensity tactical battle. Top maintained constant pressure through deception, pace variation, and varied shot placement, always holding the attacking initiative. Although Bottom tried hard to adjust, their handling of key points was conservative, lacking effective counter-attack options. It is recommended that Bottom strengthen quick transition skills when passive in the mid-to-back court, while also improving anticipation and reaction speed against opponent's deception."
+        }
+    },
+    {
+        "video": "0047.mp4",
+        "resolution": {
+            "width": 1280,
+            "height": 720
+        },
+        "fps": 25.0,
+        "duration_frames": 686,
+        "start_frame": 6215,
+        "end_frame": 6901,
+        "hitting": [
+            {
+                "start_frame": 6215,
+                "end_frame": 6237,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "serve",
+                    "subtype": [
+                        "short serve"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "top player delivers a backhand short serve.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 6237,
+                "end_frame": 6264,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "mid front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "passing shot",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom executed a forehand push and clear from the mid-front court, delivering a passing shot over the head to the opponent's right rear court to create depth and open up the angle.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 6264,
+                "end_frame": 6288,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drop shot",
+                    "subtype": [
+                        "stop drop shot"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "deception",
+                        "hesitation",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "From the midcourt at the top, the player moves to the back right, executes a forehand drop shot with a clear hesitation and a deceptive fake, placing the shot into the opponent's left midcourt area to set up for the next attacking opportunity.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 6288,
+                "end_frame": 6312,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "left mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom attempted a forehand straight block from the left mid-court, aiming to send the shuttle to Top's forecourt on the right side to gain an advantageous position. However, the shot did not exert significant pressure on Top.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 6312,
+                "end_frame": 6336,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "deception",
+                        "hesitation",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "passing shot",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top moved from the backcourt on the right side to the frontcourt, executing a forehand cross-court passing shot over the head. The player intentionally added a hesitation in the stroke, incorporating deceptive movement to confuse the opponent, aiming to place the shuttle in the midcourt area to set up for a subsequent attack.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 6336,
+                "end_frame": 6368,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "clear",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "passing shot",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom hits a high, deep straight shot from the midcourt forehand side, aiming to land in top's mid-to-rear court to buy time to recover or set up an attacking opportunity, but it does not create significant pressure on top.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 6368,
+                "end_frame": 6395,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "clear",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "passing shot",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The top player moves from the right front court to the mid-back court, executes a forehand cross-court clear, aiming to control the rally by placing the shuttle to the opponent's right mid-court area, maintaining the initiative.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 6395,
+                "end_frame": 6413,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "clear",
+                    "subtype": [
+                        "attacking clear"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "right mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The bottom player executed a forehand flat clear straight from the right midcourt, aiming to target the opponent's left midcourt area in an attempt to control the rally or set up a follow-up attacking opportunity, but failed to apply significant pressure on the opponent.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 6413,
+                "end_frame": 6433,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "left mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "From the top position, the player executed a cross-court backhand push from their left midcourt, aiming to move the opponent, disrupt the rhythm, and create opportunities for a follow-up attack.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 6433,
+                "end_frame": 6459,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom moved from the midcourt on the right to the forecourt on the left, hitting a forehand cross-court high lift over the head, aiming to send the shuttle to top's backcourt on the right to create depth and buy time for recovery, but failed to disrupt top's offensive rhythm.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 6459,
+                "end_frame": 6475,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top moves from the left midcourt to the right backcourt and executes a forehand jump smash in the right backcourt, aiming to score directly or put the opponent under pressure, thereby creating opportunities for follow-up attacks.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 6475,
+                "end_frame": 6494,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom executes a passive straight backhand net block from their own mid-court, aiming to place the shuttle in the opponent's mid-court to force Top into lifting high and creating an attacking opportunity.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 6494,
+                "end_frame": 6515,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "deception",
+                        "hesitation",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The top player executes a forehand cross-court push lift from their own mid-court, utilizing hesitation and deception to place the shot towards the opponent's left mid-court, aiming to create an attacking opportunity.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 6515,
+                "end_frame": 6544,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "clear",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "left mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "passing shot",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom hits a forehand clear from their own left mid-court, aiming for Top's right back-court to gain time and space for adjustment.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 6544,
+                "end_frame": 6563,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "kill",
+                    "subtype": [
+                        "jump smash"
+                    ],
+                    "hitter": "top",
+                    "ball area": "right back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top executes a forehand jump smash from their own backcourt, intercepting the opponent's return and aiming to hit the shuttlecock into the opponent's midcourt on the right side, attempting to score or seize the initiative through powerful offensive play.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 6563,
+                "end_frame": 6586,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "block",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "right mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom moved from the midcourt left to the midcourt right for a backhand passive net block, landing the shuttle in the opponent's midcourt left area, seemingly trying to buy some transitional time and opportunity, but it didn't appear to disrupt the opponent's attacking rhythm effectively.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 6586,
+                "end_frame": 6613,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net shot",
+                    "subtype": [
+                        "spinning net"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top moves from the right rear court to the left midcourt and executes a forehand net drop shot, sending the shuttle from their own left midcourt to the opponent's right forecourt. The intention is to control the rally with a delicate net shot, forcing the opponent into a passive high lift and creating an opportunity for attack.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 6613,
+                "end_frame": 6648,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net lift",
+                    "subtype": [
+                        "high lift"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "passing shot",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom executed a forehand lift from the right front court, sending a high, deep cross-court shot that passed by their own body and went over top, aiming to create depth and gain time to reset. However, it failed to disrupt Top's rhythm.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 6648,
+                "end_frame": 6675,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drop shot",
+                    "subtype": [
+                        "slice drop shot"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "deception",
+                        "hesitation",
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "From her own backcourt forehand position, top player executed a sliced drop shot with hesitation and deception, aiming to confuse the opponent, sending the shuttle cross-court to the opponent's right forecourt, applying pressure.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 6675,
+                "end_frame": 6699,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net shot",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "right front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "backhand",
+                        "passive"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "bottom played a backhand straight net shot from his own right frontcourt to the opponent's left frontcourt, aiming to reset the rally with a neutralizing shot, but the execution was mediocre and failed to put pressure on top.",
+                    "quality": 2
+                }
+            },
+            {
+                "start_frame": 6699,
+                "end_frame": 6732,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "net lift",
+                    "subtype": [
+                        "high lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left front court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "move to the net",
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "passing shot",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The player at the top moves from the rear court to the left front court, executing a backhand lift. The shot is a passing shot, high and deep cross-court to the opponent's left rear court, aiming to create an attacking opportunity.",
+                    "quality": 5
+                }
+            },
+            {
+                "start_frame": 6732,
+                "end_frame": 6759,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drive",
+                    "subtype": [
+                        "flat drive"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "bottom hits a forehand drive straight from the left backcourt, aiming to pressure top to gain the initiative, but the effect was average.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 6759,
+                "end_frame": 6784,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [],
+                    "hitter": "top",
+                    "ball area": "right mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "Repeat shot",
+                        "straight",
+                        "passing shot",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "The top player moves from the left front court to the right mid-court, executing a forehand push. It is a passing shot, over head, straight line returning to the opponent's left back court area, attempting to move the opponent and create an attacking opportunity for themselves.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 6784,
+                "end_frame": 6808,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "drop shot",
+                    "subtype": [
+                        "slice drop shot"
+                    ],
+                    "hitter": "bottom",
+                    "ball area": "left back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "deception",
+                        "hesitation",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom executed a forehand cross-court drop shot from their own backcourt, targeting the opponent's mid-left court. They incorporated hesitation and deception in the shot, aiming to disrupt the opponent's rhythm and set up an attacking opportunity, but the shot lacked sufficient pressure to truly challenge the opponent.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 6808,
+                "end_frame": 6831,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "push shot",
+                    "subtype": [
+                        "flat lift"
+                    ],
+                    "hitter": "top",
+                    "ball area": "left mid court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "deception",
+                        "hesitation",
+                        "backhand"
+                    ],
+                    "shot characteristics": [
+                        "cross-court",
+                        "passing shot",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "From the top position, the player moved from the right midcourt to the left midcourt with a backhand push and high clear to the cross-court, using hesitation and deception in an attempt to disrupt the opponent and create an attacking opportunity.",
+                    "quality": 4
+                }
+            },
+            {
+                "start_frame": 6831,
+                "end_frame": 6849,
+                "player": "Wu Luo Yu",
+                "get_point": [],
+                "Foundational Actions Level": {
+                    "hit type": "clear",
+                    "subtype": [],
+                    "hitter": "bottom",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight",
+                        "passing shot",
+                        "over head"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Bottom is positioned at the mid-rear court and executes a forehand high and deep straight shot. The ball is a passing shot that clears the top player's head, landing in the mid-rear court of the top player. Bottom's intention is to create depth, gain time to adjust, and set up an offensive opportunity. However, the shot lacks quality and fails to effectively pressure the opponent.",
+                    "quality": 3
+                }
+            },
+            {
+                "start_frame": 6849,
+                "end_frame": 6901,
+                "player": "Pusarla V. Sindhu",
+                "get_point": [
+                    "score the point"
+                ],
+                "Foundational Actions Level": {
+                    "hit type": "drop shot",
+                    "subtype": [
+                        "stop drop shot"
+                    ],
+                    "hitter": "top",
+                    "ball area": "mid back court"
+                },
+                "Tactical Semantics Level": {
+                    "player actions": [
+                        "intercept",
+                        "forehand"
+                    ],
+                    "shot characteristics": [
+                        "straight"
+                    ]
+                },
+                "Decision Evaluation Level": {
+                    "comment": "Top intercepted with a forehand from the rear court and executed a well-disguised straight drop shot to the opponent's forecourt, successfully drawing the opponent off balance and scoring directly.",
+                    "quality": 5
+                }
+            }
+        ],
+        "playerList": [
+            {
+                "name": "Pusarla V. Sindhu",
+                "role": "server"
+            },
+            {
+                "name": "Wu Luo Yu",
+                "role": "receiver"
+            }
+        ],
+        "evaluations_new": {
+            "score_reason": "Top gained control through precise placement and continuous aggressive attacks, particularly on the 27th shot with a well-executed straight drop shot to the backhand court, which forced bottom off balance and resulted in a direct point.",
+            "lose_reason": "Bottom lacks efficiency in defensive counterattacks, with multiple high clears and net blocks failing to effectively pressure the opponent. Key shot selection was overly conservative, and the absence of deceptive moves allowed Top to continuously control the rally, eventually exposing defensive gaps.",
+            "total_eva": "The entire rally featured a fast-paced exchange of offense and defense, with the top player demonstrating elite court control by consistently pressuring the opponent's half through a combination of drops, pushes, and smashes, enhanced by deceptive movements. The bottom player, while managing to buy time with several high clears, lacked offensive threat. It is recommended to increase the element of surprise during passive defensive situations—such as incorporating more sliced drops or quick backhand net shots—to avoid falling into one-sided rallies and prolonged defensive sequences."
+        }
+    }
+]