benchmark: bench_2026-02-03T13-41-44.435645Z

.gitattributes

@@ -34,3 +34,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 example.jpg filter=lfs diff=lfs merge=lfs -text
+benchmark/images/1.png filter=lfs diff=lfs merge=lfs -text
+benchmark/images/2.png filter=lfs diff=lfs merge=lfs -text
+benchmark/labels/2.png filter=lfs diff=lfs merge=lfs -text
+benchmark/predicted/2.png filter=lfs diff=lfs merge=lfs -text

README.md

@@ -3,17 +3,20 @@ tags:
 - element_type:detect
 - model:yolov8n
 - object:person
-
 manako:
   description: cctv detector for person
   source: https://universe.roboflow.com/dataset-uutxr/cctv-naxyo
   input_payload:
-    - name: frame
-      type: image
-      description: RGB frame
+  - name: frame
+    type: image
+    description: RGB frame
   output_payload:
-    - name: detections
-      type: detections
-      description: List of detections
-  evaluation_score: 
+  - name: detections
+    type: detections
+    description: List of detections
+  evaluation_score: 0.7430625510857846
+  last_benchmark:
+    type: detect-iou-v1
+    ran_at: '2026-02-03T13:41:48.052581Z'
+    result_path: benchmark/results/2026-02-03T13-41-48.052593Z.json
 ---

benchmark/labels/1.json

@@ -0,0 +1,110 @@
+[
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      788.0,
+      736.0,
+      907.0,
+      1023.0
+    ],
+    "score": 0.9509517550468445,
+    "track_id": "sam3-0-0-0"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      437.0,
+      740.0,
+      558.0,
+      1023.0
+    ],
+    "score": 0.9509517550468445,
+    "track_id": "sam3-0-0-1"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      99.0,
+      736.0,
+      209.0,
+      995.0
+    ],
+    "score": 0.9509517550468445,
+    "track_id": "sam3-0-0-2"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      92.0,
+      395.0,
+      205.0,
+      671.0
+    ],
+    "score": 0.9509517550468445,
+    "track_id": "sam3-0-0-3"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      789.0,
+      395.0,
+      906.0,
+      678.0
+    ],
+    "score": 0.9509517550468445,
+    "track_id": "sam3-0-0-4"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      92.0,
+      39.0,
+      205.0,
+      311.0
+    ],
+    "score": 0.9509517550468445,
+    "track_id": "sam3-0-0-5"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      789.0,
+      39.0,
+      906.0,
+      324.0
+    ],
+    "score": 0.9509517550468445,
+    "track_id": "sam3-0-0-6"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      437.0,
+      395.0,
+      554.0,
+      678.0
+    ],
+    "score": 0.9509517550468445,
+    "track_id": "sam3-0-0-7"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      437.0,
+      39.0,
+      554.0,
+      324.0
+    ],
+    "score": 0.9509517550468445,
+    "track_id": "sam3-0-0-8"
+  }
+]

benchmark/labels/2.json

@@ -0,0 +1,14 @@
+[
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      512.0,
+      626.0,
+      557.0,
+      781.0
+    ],
+    "score": 0.930858850479126,
+    "track_id": "sam3-0-0-0"
+  }
+]

benchmark/predicted/1.json

@@ -0,0 +1,122 @@
+[
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      430.0277404785156,
+      734.1361083984375,
+      565.9381103515625,
+      1023.4406127929688
+    ],
+    "score": 0.9047984480857849,
+    "track_id": "f0-d0"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      780.2135009765625,
+      23.544824600219727,
+      912.9794921875,
+      331.07501220703125
+    ],
+    "score": 0.8922566175460815,
+    "track_id": "f0-d1"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      432.92987060546875,
+      387.95233154296875,
+      562.755859375,
+      684.5035400390625
+    ],
+    "score": 0.8825687170028687,
+    "track_id": "f0-d2"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      429.1429748535156,
+      20.545360565185547,
+      565.30078125,
+      331.97479248046875
+    ],
+    "score": 0.8795686960220337,
+    "track_id": "f0-d3"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      84.5548324584961,
+      390.58599853515625,
+      213.1881866455078,
+      675.913330078125
+    ],
+    "score": 0.8683356046676636,
+    "track_id": "f0-d4"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      784.8016357421875,
+      388.4876708984375,
+      908.95068359375,
+      683.84375
+    ],
+    "score": 0.866209089756012,
+    "track_id": "f0-d5"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      82.18408966064453,
+      22.350780487060547,
+      216.573974609375,
+      317.80224609375
+    ],
+    "score": 0.8642460107803345,
+    "track_id": "f0-d6"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      92.9646224975586,
+      735.2513427734375,
+      212.35275268554688,
+      1005.0716552734375
+    ],
+    "score": 0.8629722595214844,
+    "track_id": "f0-d7"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      783.24951171875,
+      737.4205932617188,
+      906.6651611328125,
+      1024.0
+    ],
+    "score": 0.8561404943466187,
+    "track_id": "f0-d8"
+  },
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      0.6353515386581421,
+      743.1802978515625,
+      192.57603454589844,
+      1020.3154296875
+    ],
+    "score": 0.34005486965179443,
+    "track_id": "f0-d9"
+  }
+]

benchmark/predicted/2.json

@@ -0,0 +1,14 @@
+[
+  {
+    "frame_idx": 0,
+    "class": "person",
+    "bbox": [
+      506.922607421875,
+      618.8289794921875,
+      564.8560180664062,
+      790.8853759765625
+    ],
+    "score": 0.8217889070510864,
+    "track_id": "f0-d0"
+  }
+]

benchmark/results/2026-02-03T13-41-48.052593Z.json

@@ -0,0 +1,22 @@
+{
+  "checks": {
+    "main_py": "pass",
+    "pyproject_toml": "pass",
+    "load_model": "pass",
+    "run_model": "pass",
+    "objects": "pass"
+  },
+  "results": {
+    "iou": 0.7430625510857846,
+    "gt_count": 10,
+    "pred_count": 11,
+    "generated_image": true,
+    "images": [
+      1,
+      2
+    ],
+    "per_class_iou": {
+      "person": 0.7430625510857846
+    }
+  }
+}