diff --git a/.gitattributes b/.gitattributes index 341c4772aeee6d60b42065f420f48f113bf7df20..cd5dac98001359f0a4dfc580050fa9400b37c5ca 100644 --- a/.gitattributes +++ b/.gitattributes @@ -614,3 +614,121 @@ yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch1_labels. yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/results.png filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch0.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch1.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch1970.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch1971.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch1972.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch2.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/results.png filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch0.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch1.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch2.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch7880.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch7881.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch7882.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/results.png filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch0.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch1.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch2.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch7880.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch7881.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch7882.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/F1_curve.png filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/results.png filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch0.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch1.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch2.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch7880.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch7881.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch7882.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/results.png filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch0.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch1.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch2.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch7880.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch7881.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch7882.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/results.png filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch0.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch1.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch2.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch7880.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch7881.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch7882.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/results.png filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch0.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch1.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch2.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch7880.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch7881.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch7882.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/results.png filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/train_batch0.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/train_batch1.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/train_batch2.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text +_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text diff --git a/_summary/MANIFEST.json b/_summary/MANIFEST.json index 00ece2f1105eb17d1312b95a154298d0742568e0..19a75b1327de86115a97ac6b477214b77c96e514 100644 --- a/_summary/MANIFEST.json +++ b/_summary/MANIFEST.json @@ -1,6 +1,6 @@ [ { - "model": "yolov12s", - "path_in_repo": "yolov12s_freeze21-19-17-15-13-11-9-7_stages8" + "model": "yolov12m", + "path_in_repo": "yolov12m_freeze21-19-17-15-13-11-9-7_stages8" } ] \ No newline at end of file diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/hparams_progressive_timed.json b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/hparams_progressive_timed.json new file mode 100644 index 0000000000000000000000000000000000000000..2569738d1b8fb2374785366c7f560934a6b27d55 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/hparams_progressive_timed.json @@ -0,0 +1,67 @@ +{ + "model": "yolov12m.pt", + "base_args": { + "data": "/kaggle/input/brisc-yolo/data.yaml", + "imgsz": 512, + "batch": 16, + "patience": 30, + "cos_lr": true, + "lrf": 0.01, + "device": null, + "workers": 8, + "optimizer": "auto", + "verbose": false, + "amp": false + }, + "stages": [ + { + "stage_name": "Stage 1: Train Detection Head", + "epochs": 20, + "freeze": 21, + "lr0": 0.01 + }, + { + "stage_name": "Stage 2: Train last 2 Neck layers + Head", + "epochs": 50, + "freeze": 19, + "lr0": 0.005 + }, + { + "stage_name": "Stage 3: Train last 4 Neck layers + Head", + "epochs": 50, + "freeze": 17, + "lr0": 0.005 + }, + { + "stage_name": "Stage 4: Train last 6 Neck layers + Head", + "epochs": 50, + "freeze": 15, + "lr0": 0.005 + }, + { + "stage_name": "Stage 5: Train last 8 Neck layers + Head", + "epochs": 50, + "freeze": 13, + "lr0": 0.005 + }, + { + "stage_name": "Stage 6: Train last 10 Neck layers + Head", + "epochs": 50, + "freeze": 11, + "lr0": 0.005 + }, + { + "stage_name": "Stage 7: Train last 12 Neck layers + Head", + "epochs": 50, + "freeze": 9, + "lr0": 0.005 + }, + { + "stage_name": "Final Stage: Fine-tune Backbone until Time Limit", + "epochs": 1000, + "freeze": 7, + "lr0": 0.001 + } + ], + "account": "erfann" +} \ No newline at end of file diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/F1_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/F1_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..4d9a2f5b9cd44cd22f939d2103fc0e92a9a29305 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/F1_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/PR_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/PR_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..50ab709840976d911d81c8b015403bce84ab25fc Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/PR_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/P_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/P_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..e5400de938bb4bd8f740f937008e97e83ada59d8 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/P_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/R_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/R_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..d3c7dad6395ad8a68eeb48b420a047365ed56df9 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/R_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/args.yaml b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/args.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a762d7a8be051616dd9d5592f7cfee475afc20ed --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/args.yaml @@ -0,0 +1,106 @@ +task: detect +mode: train +model: yolov12m.pt +data: /kaggle/input/brisc-yolo/data.yaml +epochs: 20 +time: null +patience: 30 +batch: 16 +imgsz: 512 +save: true +save_period: -1 +cache: false +device: null +workers: 8 +project: null +name: train +exist_ok: false +pretrained: true +optimizer: auto +verbose: false +seed: 0 +deterministic: true +single_cls: false +rect: false +cos_lr: true +close_mosaic: 10 +resume: false +amp: false +fraction: 1.0 +profile: false +freeze: 21 +multi_scale: false +overlap_mask: true +mask_ratio: 4 +dropout: 0.0 +val: true +split: val +save_json: false +save_hybrid: false +conf: null +iou: 0.7 +max_det: 300 +half: false +dnn: false +plots: true +source: null +vid_stride: 1 +stream_buffer: false +visualize: false +augment: false +agnostic_nms: false +classes: null +retina_masks: false +embed: null +show: false +save_frames: false +save_txt: false +save_conf: false +save_crop: false +show_labels: true +show_conf: true +show_boxes: true +line_width: null +format: torchscript +keras: false +optimize: false +int8: false +dynamic: false +simplify: true +opset: null +workspace: null +nms: false +lr0: 0.01 +lrf: 0.01 +momentum: 0.937 +weight_decay: 0.0005 +warmup_epochs: 3.0 +warmup_momentum: 0.8 +warmup_bias_lr: 0.0 +box: 7.5 +cls: 0.5 +dfl: 1.5 +pose: 12.0 +kobj: 1.0 +nbs: 64 +hsv_h: 0.015 +hsv_s: 0.7 +hsv_v: 0.4 +degrees: 0.0 +translate: 0.1 +scale: 0.5 +shear: 0.0 +perspective: 0.0 +flipud: 0.0 +fliplr: 0.5 +bgr: 0.0 +mosaic: 1.0 +mixup: 0.0 +copy_paste: 0.1 +copy_paste_mode: flip +auto_augment: randaugment +erasing: 0.4 +crop_fraction: 1.0 +cfg: null +tracker: botsort.yaml +save_dir: /kaggle/working/yolov12/runs/detect/train diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/confusion_matrix.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/confusion_matrix.png new file mode 100644 index 0000000000000000000000000000000000000000..190e2ce1672bcce698bacd2cfd7ddb057baa8410 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/confusion_matrix.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/confusion_matrix_normalized.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/confusion_matrix_normalized.png new file mode 100644 index 0000000000000000000000000000000000000000..55fe7ace0b05d8ab5c1a9605b4c4e3702bf29b5f Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/confusion_matrix_normalized.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/events.out.tfevents.1760693716.1c47c681d87e.19.0 b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/events.out.tfevents.1760693716.1c47c681d87e.19.0 new file mode 100644 index 0000000000000000000000000000000000000000..b92058c1227d82676cbcaa03025ae8c9010a8582 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/events.out.tfevents.1760693716.1c47c681d87e.19.0 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d07b299bbba7a5d9ece4ab04f73c92ef6477f3d4ead3eea0114460d1a7a5346b +size 545546 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a9fab858c2fea04950488d16688425ef18d5869 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9651b37953e6e06b5fb349ac6ee0cc307c3422c2e07631d8512f1906f60be848 +size 134446 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/labels_correlogram.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/labels_correlogram.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d72b2b10b05a576f486cade90156cbd47d5e148 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/labels_correlogram.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d0442f8bcf6d23e7a3d5b4d33eb679ae0afad48039c055392e7bf3f8dae47e9 +size 225255 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/results.csv b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/results.csv new file mode 100644 index 0000000000000000000000000000000000000000..8426c43d4bf9310e04dc2589427e4fbee870e3d5 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/results.csv @@ -0,0 +1,21 @@ +epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2 +1,103.657,1.78046,2.40421,1.86221,0.42694,0.38733,0.3628,0.18736,1.7181,2.13669,1.86344,0.000663283,0.000663283,0.000663283 +2,210.629,1.76858,1.89244,1.84363,0.59553,0.49939,0.54563,0.2713,1.72543,1.94805,1.93863,0.00132184,0.00132184,0.00132184 +3,317.207,1.74445,1.78601,1.81988,0.62907,0.47511,0.5369,0.28043,1.70279,1.73563,1.94415,0.00194824,0.00194824,0.00194824 +4,423.672,1.72237,1.70195,1.78906,0.6297,0.52619,0.58858,0.30586,1.70319,1.6808,1.92201,0.0018921,0.0018921,0.0018921 +5,530.081,1.7032,1.64492,1.77653,0.65846,0.51644,0.5775,0.29499,1.69037,1.64402,1.90836,0.00181093,0.00181093,0.00181093 +6,636.128,1.66551,1.58942,1.74148,0.7025,0.52984,0.6121,0.31991,1.67663,1.55686,1.87518,0.00171004,0.00171004,0.00171004 +7,742.708,1.66413,1.58525,1.74614,0.70472,0.53837,0.64274,0.3487,1.6378,1.47604,1.83544,0.00159191,0.00159191,0.00159191 +8,849.459,1.6455,1.50105,1.73869,0.72448,0.53959,0.62831,0.32427,1.69246,1.53315,1.9167,0.00145945,0.00145945,0.00145945 +9,955.104,1.62233,1.46264,1.70952,0.6937,0.54067,0.6378,0.33059,1.66375,1.52742,1.87044,0.00131593,0.00131593,0.00131593 +10,1061.79,1.64469,1.4751,1.71685,0.70829,0.57125,0.65198,0.34572,1.64845,1.48017,1.86253,0.00116487,0.00116487,0.00116487 +11,1168,1.57199,1.38499,1.7732,0.71989,0.60416,0.68392,0.36752,1.62157,1.38537,1.8594,0.00101,0.00101,0.00101 +12,1274.6,1.57781,1.34173,1.78505,0.71912,0.6151,0.69169,0.37609,1.61558,1.36857,1.81919,0.00085513,0.00085513,0.00085513 +13,1380.25,1.56284,1.29667,1.76379,0.76601,0.58952,0.69796,0.3819,1.60913,1.35023,1.82952,0.000704073,0.000704073,0.000704073 +14,1486.33,1.5544,1.28625,1.76073,0.75944,0.61267,0.7082,0.38657,1.5793,1.31024,1.78919,0.000560549,0.000560549,0.000560549 +15,1592.88,1.53232,1.2486,1.73768,0.76459,0.60527,0.70883,0.39686,1.58399,1.30282,1.78659,0.000428093,0.000428093,0.000428093 +16,1698.59,1.53163,1.23582,1.73647,0.77173,0.61876,0.71557,0.39515,1.58825,1.30469,1.79549,0.000309964,0.000309964,0.000309964 +17,1804.89,1.52584,1.22224,1.72484,0.7601,0.62518,0.72155,0.40321,1.5821,1.2796,1.78363,0.000209073,0.000209073,0.000209073 +18,1910.41,1.51842,1.19761,1.71985,0.74571,0.64294,0.72452,0.40353,1.57884,1.2681,1.77734,0.000127904,0.000127904,0.000127904 +19,2016.62,1.51527,1.18165,1.71005,0.75283,0.6381,0.73003,0.40772,1.57094,1.25493,1.77482,6.8454e-05,6.8454e-05,6.8454e-05 +20,2122.7,1.50518,1.1835,1.70581,0.77671,0.62119,0.72811,0.40561,1.57383,1.25703,1.78148,3.21885e-05,3.21885e-05,3.21885e-05 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/results.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/results.png new file mode 100644 index 0000000000000000000000000000000000000000..1fb9959d2aa8b0601e9a78f1bfbce7dd527f2dd0 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/results.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02c7ce05444d3124ec8b58c106ec9e194ea8bcaaeda837a646b8f7ba62f6fe83 +size 297617 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch0.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8234a418ddfccab93828dcae0a70a05242aaa1fd --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch0.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fa72c020175b6d22908425d5ff839c91a399c3588c60a820072cb8699f39584 +size 455411 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch1.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26043b1d7aefb58dda717aba7ce0fca928655ea1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch1.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ee788097cb2d584ba2f50991c73ec26b8e36da8373ac698c123ab893343aa27 +size 395433 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch1970.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch1970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..612e1b9d8c875dd13e2d5c944689362fd490449d --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch1970.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b2ed78ec8f958d8d500f1ced2bbbeb810003d87abb7aa78d3d36910ee384866c +size 395758 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch1971.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch1971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1748a91ce005a5f49e22497d1bf95442cebb3de --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch1971.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4671af52fce9778549734a3567c1efe5821f371a40a5a58502f8e5843bd556e2 +size 428127 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch1972.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch1972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cfa39a450f67a4ac916cd07733805b9f453f2b5 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch1972.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aeb52e2da048301e10566ac8077408bd3144838cbc5b2ba6ac6219dffa031ac8 +size 421941 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch2.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch2.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e387fb6f1be21574c0ff8a038bdc8ffcbe8745ba --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/train_batch2.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71f75c0b0d4b4678a84d1eae4aac735c7d5324975ea40b40639a595a2e0057e2 +size 464546 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch0_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch0_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..add03bc0a5866b1dbb01b8c6c518a1e5103bd301 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch0_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9870fe57f8ecd07422c38e9f25d9a98d7d6c9dee9becd10fb47a9dd5f420c697 +size 508624 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch0_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch0_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..723c6a3d79e703a14c5e5ec4edc37687bd8ce179 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch0_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c56309efba261bcf35d87d219cd27846698d16e45ab0b0e2e1ed8cb4836a706c +size 515627 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch1_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch1_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a744f0fd4f30c2277abe3da96d5bd1bb7c12d99e --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch1_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9894e032c593731e1af28d570f153ce3aff4daf235d720392cde8c8f93e942ee +size 492088 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch1_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch1_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a17a4f52da18d9561bf12004947861991d7fe86 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch1_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cea35e80cfc54243c23407129d1ee15da727c718c90e26f097c1dba072bd7145 +size 506672 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch2_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch2_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..685559e685a0480221d03ae962be0b5149bff80d --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch2_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ddecd4f41f68f89c7135a17efff36d1c7d1570a8c33248af15ddbf941329893 +size 520368 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch2_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch2_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2875b6fb94d7031cd6a94da8f36a46acdf547c20 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/val_batch2_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e9aae6847bc99c5560d429220d79fbaec46fa636f60c63ce584bb72e775582ed +size 524263 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/weights/best.pt b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/weights/best.pt new file mode 100644 index 0000000000000000000000000000000000000000..5f2204d892746379c5611c6675ce52bd8670ba3d --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/weights/best.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9d29425e1025fd5f9b574232b5288bc57ce8014f5184474700249325c3d0e2d +size 39702007 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/weights/last.pt b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/weights/last.pt new file mode 100644 index 0000000000000000000000000000000000000000..ea4f32ebb82eb5e9246916d78fe18547cceca87b --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_1_freeze_21/weights/last.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10d531a771eb31065d58786a58ff3ef297246990e76b6f28f31ce9dfd3759b92 +size 39702007 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/F1_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/F1_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..c81144079f2932ef81275d8e711ebd205ec20716 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/F1_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/PR_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/PR_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..e4090ac995987e21bc1078b06b2efc92173b5d45 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/PR_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/P_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/P_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..4d419977a0b484811002c1e8e74fa6818036a102 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/P_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/R_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/R_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..7f27c9a7283296199333703453657e3a84d511e1 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/R_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/args.yaml b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/args.yaml new file mode 100644 index 0000000000000000000000000000000000000000..380e9dee59851be780b3632f0d330ce8ac2bce0b --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/args.yaml @@ -0,0 +1,106 @@ +task: detect +mode: train +model: yolov12m.pt +data: /kaggle/input/brisc-yolo/data.yaml +epochs: 50 +time: null +patience: 30 +batch: 16 +imgsz: 512 +save: true +save_period: -1 +cache: false +device: null +workers: 8 +project: null +name: train +exist_ok: false +pretrained: true +optimizer: auto +verbose: false +seed: 0 +deterministic: true +single_cls: false +rect: false +cos_lr: true +close_mosaic: 10 +resume: false +amp: false +fraction: 1.0 +profile: false +freeze: 19 +multi_scale: false +overlap_mask: true +mask_ratio: 4 +dropout: 0.0 +val: true +split: val +save_json: false +save_hybrid: false +conf: null +iou: 0.7 +max_det: 300 +half: false +dnn: false +plots: true +source: null +vid_stride: 1 +stream_buffer: false +visualize: false +augment: false +agnostic_nms: false +classes: null +retina_masks: false +embed: null +show: false +save_frames: false +save_txt: false +save_conf: false +save_crop: false +show_labels: true +show_conf: true +show_boxes: true +line_width: null +format: torchscript +keras: false +optimize: false +int8: false +dynamic: false +simplify: true +opset: null +workspace: null +nms: false +lr0: 0.005 +lrf: 0.01 +momentum: 0.937 +weight_decay: 0.0005 +warmup_epochs: 3.0 +warmup_momentum: 0.8 +warmup_bias_lr: 0.0 +box: 7.5 +cls: 0.5 +dfl: 1.5 +pose: 12.0 +kobj: 1.0 +nbs: 64 +hsv_h: 0.015 +hsv_s: 0.7 +hsv_v: 0.4 +degrees: 0.0 +translate: 0.1 +scale: 0.5 +shear: 0.0 +perspective: 0.0 +flipud: 0.0 +fliplr: 0.5 +bgr: 0.0 +mosaic: 1.0 +mixup: 0.0 +copy_paste: 0.1 +copy_paste_mode: flip +auto_augment: randaugment +erasing: 0.4 +crop_fraction: 1.0 +cfg: null +tracker: botsort.yaml +save_dir: /kaggle/working/yolov12/runs/detect/train diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/confusion_matrix.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/confusion_matrix.png new file mode 100644 index 0000000000000000000000000000000000000000..a2d92371283e44c98bb591625d001b68edf945b2 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/confusion_matrix.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/confusion_matrix_normalized.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/confusion_matrix_normalized.png new file mode 100644 index 0000000000000000000000000000000000000000..e5b1f01d07399b8a1accb702889a372c4df5f2dc Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/confusion_matrix_normalized.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/events.out.tfevents.1760695922.1c47c681d87e.19.1 b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/events.out.tfevents.1760695922.1c47c681d87e.19.1 new file mode 100644 index 0000000000000000000000000000000000000000..06bb3cab398d10aebec68efe1b60f09de112eb87 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/events.out.tfevents.1760695922.1c47c681d87e.19.1 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:453a0f299e9d79be026617cb8d3415b8b2c9f8faa6623eabaafd5b6c395fa783 +size 565118 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a9fab858c2fea04950488d16688425ef18d5869 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9651b37953e6e06b5fb349ac6ee0cc307c3422c2e07631d8512f1906f60be848 +size 134446 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/labels_correlogram.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/labels_correlogram.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d72b2b10b05a576f486cade90156cbd47d5e148 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/labels_correlogram.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d0442f8bcf6d23e7a3d5b4d33eb679ae0afad48039c055392e7bf3f8dae47e9 +size 225255 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/results.csv b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/results.csv new file mode 100644 index 0000000000000000000000000000000000000000..50f3f5b8a83dab6119b873a80804d23df7af8403 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/results.csv @@ -0,0 +1,51 @@ +epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2 +1,115.748,1.59761,1.42095,1.68526,0.70343,0.60171,0.68182,0.36182,1.64409,1.38722,1.82397,0.000663283,0.000663283,0.000663283 +2,224.344,1.60388,1.42299,1.68547,0.75364,0.5944,0.68426,0.35494,1.65167,1.43564,1.82746,0.00132865,0.00132865,0.00132865 +3,332.508,1.61343,1.45155,1.69772,0.68956,0.58343,0.65294,0.35432,1.61666,1.43721,1.83176,0.00198882,0.00198882,0.00198882 +4,440.269,1.61258,1.42769,1.68326,0.7008,0.59927,0.67044,0.36194,1.62828,1.4347,1.82262,0.00198246,0.00198246,0.00198246 +5,548.346,1.60455,1.42328,1.69458,0.69662,0.54811,0.64523,0.34408,1.63114,1.45912,1.83712,0.0019689,0.0019689,0.0019689 +6,655.764,1.59218,1.4101,1.6714,0.68586,0.61695,0.68083,0.36367,1.649,1.42969,1.8235,0.00195155,0.00195155,0.00195155 +7,764.08,1.59328,1.42181,1.6857,0.7656,0.56491,0.68867,0.3716,1.61664,1.35318,1.80589,0.00193048,0.00193048,0.00193048 +8,872.493,1.59027,1.36887,1.68678,0.75573,0.55298,0.67039,0.35367,1.6627,1.40188,1.87433,0.00190578,0.00190578,0.00190578 +9,980.451,1.57178,1.35197,1.66276,0.67646,0.60658,0.67487,0.3568,1.63644,1.4087,1.84564,0.00187754,0.00187754,0.00187754 +10,1088.88,1.6042,1.37096,1.67937,0.70568,0.6078,0.68636,0.36844,1.63141,1.36657,1.84254,0.00184588,0.00184588,0.00184588 +11,1197.38,1.61032,1.40418,1.69744,0.73833,0.57395,0.67508,0.3565,1.63427,1.39782,1.83589,0.00181093,0.00181093,0.00181093 +12,1305.24,1.61229,1.38922,1.68248,0.73556,0.5929,0.69073,0.37351,1.61882,1.37249,1.8304,0.00177281,0.00177281,0.00177281 +13,1413.41,1.59535,1.38745,1.68742,0.72973,0.58538,0.68842,0.36547,1.61871,1.38166,1.82421,0.00173168,0.00173168,0.00173168 +14,1521.11,1.57743,1.3661,1.67042,0.7362,0.58222,0.6858,0.36153,1.61806,1.38741,1.85436,0.0016877,0.0016877,0.0016877 +15,1629.14,1.5946,1.36277,1.6899,0.70579,0.60414,0.68503,0.37378,1.6019,1.37183,1.83186,0.00164105,0.00164105,0.00164105 +16,1737.48,1.58247,1.36053,1.66919,0.7493,0.60433,0.70578,0.38325,1.58893,1.34205,1.7919,0.00159191,0.00159191,0.00159191 +17,1845.36,1.58597,1.34779,1.67311,0.76586,0.57491,0.703,0.37497,1.61907,1.33472,1.83984,0.00154047,0.00154047,0.00154047 +18,1953.56,1.58717,1.33937,1.67136,0.76949,0.59196,0.71205,0.39021,1.57682,1.31963,1.77554,0.00148694,0.00148694,0.00148694 +19,2062.04,1.55708,1.32219,1.65781,0.71166,0.61998,0.70896,0.3859,1.59979,1.31395,1.77796,0.00143152,0.00143152,0.00143152 +20,2170.38,1.56968,1.31826,1.66213,0.76866,0.60536,0.72155,0.39186,1.60752,1.28308,1.80905,0.00137444,0.00137444,0.00137444 +21,2278.78,1.56716,1.33126,1.65975,0.73413,0.62607,0.71443,0.39356,1.5863,1.28624,1.78153,0.00131593,0.00131593,0.00131593 +22,2386.99,1.56607,1.3166,1.64914,0.72735,0.61876,0.71686,0.39209,1.59279,1.28936,1.78622,0.0012562,0.0012562,0.0012562 +23,2495.32,1.57696,1.32835,1.65796,0.74081,0.62119,0.71258,0.39284,1.58483,1.31181,1.80086,0.00119551,0.00119551,0.00119551 +24,2603.75,1.55767,1.29706,1.63502,0.76873,0.62241,0.71844,0.39152,1.59787,1.31016,1.81211,0.00113408,0.00113408,0.00113408 +25,2712.14,1.57072,1.32222,1.65532,0.75483,0.60375,0.71432,0.38456,1.60773,1.30741,1.81513,0.00107216,0.00107216,0.00107216 +26,2820.51,1.56117,1.30383,1.6457,0.75647,0.60913,0.71669,0.39654,1.5982,1.30469,1.80675,0.00101,0.00101,0.00101 +27,2928.5,1.55755,1.28611,1.63243,0.75776,0.61023,0.71991,0.39048,1.57825,1.28937,1.78636,0.000947837,0.000947837,0.000947837 +28,3036.83,1.55349,1.25873,1.63397,0.79951,0.57734,0.71801,0.38886,1.58444,1.29777,1.78892,0.00088592,0.00088592,0.00088592 +29,3144.6,1.54022,1.27157,1.63902,0.74044,0.63239,0.72277,0.3937,1.5992,1.28091,1.7874,0.000824492,0.000824492,0.000824492 +30,3253.05,1.54094,1.27049,1.63098,0.76785,0.61876,0.72438,0.39857,1.58945,1.28837,1.78694,0.000763797,0.000763797,0.000763797 +31,3360.57,1.54261,1.26092,1.6262,0.76434,0.62418,0.73554,0.4056,1.58826,1.25885,1.7761,0.000704073,0.000704073,0.000704073 +32,3468.94,1.53875,1.25043,1.62595,0.76905,0.61145,0.72752,0.39787,1.5803,1.27861,1.78369,0.000645557,0.000645557,0.000645557 +33,3578.04,1.52778,1.22963,1.61016,0.75238,0.64068,0.74299,0.40689,1.5696,1.25323,1.76388,0.000588479,0.000588479,0.000588479 +34,3686.51,1.54239,1.25286,1.61726,0.77405,0.62363,0.73684,0.40679,1.57241,1.25504,1.75475,0.000533064,0.000533064,0.000533064 +35,3795,1.53476,1.24663,1.62324,0.79626,0.62363,0.73694,0.40175,1.57968,1.24903,1.76593,0.000479531,0.000479531,0.000479531 +36,3903.33,1.53409,1.25627,1.63624,0.77876,0.63882,0.74435,0.41035,1.56941,1.23992,1.77101,0.000428093,0.000428093,0.000428093 +37,4011.81,1.52988,1.25628,1.61605,0.77417,0.63094,0.73664,0.41085,1.56925,1.23882,1.76452,0.00037895,0.00037895,0.00037895 +38,4120.28,1.52248,1.23324,1.60288,0.82115,0.61145,0.74017,0.40794,1.57776,1.23713,1.76537,0.000332298,0.000332298,0.000332298 +39,4228.27,1.52314,1.22955,1.61662,0.79957,0.61145,0.74078,0.41304,1.5662,1.22707,1.76077,0.000288321,0.000288321,0.000288321 +40,4336.67,1.5186,1.23057,1.60267,0.77362,0.61389,0.73824,0.41058,1.57057,1.23766,1.76648,0.000247192,0.000247192,0.000247192 +41,4445.39,1.49344,1.1372,1.67998,0.77573,0.65302,0.74899,0.42192,1.56991,1.20779,1.75324,0.000209073,0.000209073,0.000209073 +42,4553.99,1.49091,1.12127,1.67603,0.80984,0.6536,0.75205,0.42165,1.55969,1.20231,1.75321,0.000174115,0.000174115,0.000174115 +43,4661.48,1.48902,1.12692,1.68562,0.81073,0.65043,0.75144,0.42729,1.55437,1.19537,1.75468,0.000142456,0.000142456,0.000142456 +44,4769.69,1.47458,1.12069,1.67162,0.81024,0.6501,0.75495,0.42743,1.54926,1.18231,1.74354,0.000114221,0.000114221,0.000114221 +45,4877.83,1.49065,1.10747,1.68188,0.81735,0.65164,0.75485,0.42825,1.55262,1.18625,1.74216,8.95213e-05,8.95213e-05,8.95213e-05 +46,4985.82,1.48161,1.10996,1.67833,0.81491,0.65424,0.75635,0.42557,1.54772,1.18438,1.74549,6.8454e-05,6.8454e-05,6.8454e-05 +47,5093.89,1.47962,1.11506,1.6815,0.83455,0.64799,0.76069,0.42627,1.55199,1.18263,1.74785,5.11027e-05,5.11027e-05,5.11027e-05 +48,5201.38,1.46689,1.09456,1.66606,0.82588,0.64799,0.76036,0.42621,1.55255,1.18125,1.75073,3.75356e-05,3.75356e-05,3.75356e-05 +49,5309.46,1.4753,1.09609,1.66084,0.81829,0.65043,0.75574,0.42412,1.55185,1.1854,1.74908,2.78064e-05,2.78064e-05,2.78064e-05 +50,5417.26,1.47682,1.10241,1.67394,0.8186,0.64858,0.76008,0.42618,1.55232,1.17899,1.74777,2.19535e-05,2.19535e-05,2.19535e-05 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/results.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/results.png new file mode 100644 index 0000000000000000000000000000000000000000..d90dce8ed17999bd47215f00613afb86208fdafa --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/results.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c9407a2b35d0ced217b6bf9896c467a33cbce4c1525705c037b8d38b7a262fc +size 370163 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch0.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8234a418ddfccab93828dcae0a70a05242aaa1fd --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch0.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fa72c020175b6d22908425d5ff839c91a399c3588c60a820072cb8699f39584 +size 455411 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch1.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26043b1d7aefb58dda717aba7ce0fca928655ea1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch1.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ee788097cb2d584ba2f50991c73ec26b8e36da8373ac698c123ab893343aa27 +size 395433 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch2.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch2.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e387fb6f1be21574c0ff8a038bdc8ffcbe8745ba --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch2.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71f75c0b0d4b4678a84d1eae4aac735c7d5324975ea40b40639a595a2e0057e2 +size 464546 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch7880.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch7880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdd30da902b4e8ad95dd88a5b56b8c5a0b7afc74 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch7880.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3491fe28ca0c65afdecef1e4dae3668aac80ecef7827624f75babab9e071433c +size 376523 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch7881.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch7881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85f90a95d3dbbcee2a7614a5056d366bedecf5f1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch7881.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b050bc3fe7c539003c8e76d3dc31bbf9053e8b230d7b290a6dd1883c837aed9b +size 367940 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch7882.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch7882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8864d2af243c46010a1a1ed77bab61901cc21f5a --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/train_batch7882.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:546960346ebc373cddc6c1c3f5a2d818cb7d39f6b51a3781409134dfa625e89f +size 398532 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch0_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch0_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..add03bc0a5866b1dbb01b8c6c518a1e5103bd301 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch0_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9870fe57f8ecd07422c38e9f25d9a98d7d6c9dee9becd10fb47a9dd5f420c697 +size 508624 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch0_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch0_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5ef8ae78e5054acfa385806ad4640946ff492da --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch0_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:51e1bd1e675d598420af03701bf11ccedd6233523f05b5565a5b3d44be5e30c3 +size 515916 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch1_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch1_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a744f0fd4f30c2277abe3da96d5bd1bb7c12d99e --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch1_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9894e032c593731e1af28d570f153ce3aff4daf235d720392cde8c8f93e942ee +size 492088 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch1_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch1_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61f3167e55f497e7f86aae50ebb2741590d53999 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch1_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69a9fac9fb6bb4c44e17bf09aa44556d40c58620fa193fc873129211762a1217 +size 509969 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch2_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch2_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..685559e685a0480221d03ae962be0b5149bff80d --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch2_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ddecd4f41f68f89c7135a17efff36d1c7d1570a8c33248af15ddbf941329893 +size 520368 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch2_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch2_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..baa6ef940eeae7652aeef9f536b2974830a0a6d6 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/val_batch2_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:970c1373d409848c5af4021c1a5c882ee32b13f76c683edbdb24176c75e1813f +size 524458 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/weights/best.pt b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/weights/best.pt new file mode 100644 index 0000000000000000000000000000000000000000..a028ab5ffdabfd5659e2bc81dc47fe6ff5e8ded1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/weights/best.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:894887698654910fa427f236bf08d5329314b17a25b84230ff299f8456a0384d +size 39705847 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/weights/last.pt b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/weights/last.pt new file mode 100644 index 0000000000000000000000000000000000000000..49f30aebda6fda2e93e2e5ba136c62cb4e6df908 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_2_freeze_19/weights/last.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33552813b39d3ab1e67f577f1d32ad9d6661fb4c975e75f2c8275b7948f1182e +size 39705847 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/F1_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/F1_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..464be149c22d6337abde39f4c243df35cb185ded Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/F1_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/PR_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/PR_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..8eaabdba7ec5cc1c24ebfeb71903b3b110b88d7c Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/PR_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/P_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/P_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..3c416197846ced2d21b22210e9dd0c4960989526 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/P_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/R_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/R_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..66856e074c7ede26553efbff73ee8176bef9bd8b Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/R_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/args.yaml b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/args.yaml new file mode 100644 index 0000000000000000000000000000000000000000..23ab73743099e26a85001d97ef8481e3c6070a2e --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/args.yaml @@ -0,0 +1,106 @@ +task: detect +mode: train +model: yolov12m.pt +data: /kaggle/input/brisc-yolo/data.yaml +epochs: 50 +time: null +patience: 30 +batch: 16 +imgsz: 512 +save: true +save_period: -1 +cache: false +device: null +workers: 8 +project: null +name: train +exist_ok: false +pretrained: true +optimizer: auto +verbose: false +seed: 0 +deterministic: true +single_cls: false +rect: false +cos_lr: true +close_mosaic: 10 +resume: false +amp: false +fraction: 1.0 +profile: false +freeze: 17 +multi_scale: false +overlap_mask: true +mask_ratio: 4 +dropout: 0.0 +val: true +split: val +save_json: false +save_hybrid: false +conf: null +iou: 0.7 +max_det: 300 +half: false +dnn: false +plots: true +source: null +vid_stride: 1 +stream_buffer: false +visualize: false +augment: false +agnostic_nms: false +classes: null +retina_masks: false +embed: null +show: false +save_frames: false +save_txt: false +save_conf: false +save_crop: false +show_labels: true +show_conf: true +show_boxes: true +line_width: null +format: torchscript +keras: false +optimize: false +int8: false +dynamic: false +simplify: true +opset: null +workspace: null +nms: false +lr0: 0.005 +lrf: 0.01 +momentum: 0.937 +weight_decay: 0.0005 +warmup_epochs: 3.0 +warmup_momentum: 0.8 +warmup_bias_lr: 0.0 +box: 7.5 +cls: 0.5 +dfl: 1.5 +pose: 12.0 +kobj: 1.0 +nbs: 64 +hsv_h: 0.015 +hsv_s: 0.7 +hsv_v: 0.4 +degrees: 0.0 +translate: 0.1 +scale: 0.5 +shear: 0.0 +perspective: 0.0 +flipud: 0.0 +fliplr: 0.5 +bgr: 0.0 +mosaic: 1.0 +mixup: 0.0 +copy_paste: 0.1 +copy_paste_mode: flip +auto_augment: randaugment +erasing: 0.4 +crop_fraction: 1.0 +cfg: null +tracker: botsort.yaml +save_dir: /kaggle/working/yolov12/runs/detect/train diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/confusion_matrix.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/confusion_matrix.png new file mode 100644 index 0000000000000000000000000000000000000000..62ec2570283576493132b7f2fd2288514e617ee4 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/confusion_matrix.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/confusion_matrix_normalized.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/confusion_matrix_normalized.png new file mode 100644 index 0000000000000000000000000000000000000000..a07011d202025c7ba65bb9a51929682ccb3146e2 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/confusion_matrix_normalized.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/events.out.tfevents.1760701384.1c47c681d87e.19.2 b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/events.out.tfevents.1760701384.1c47c681d87e.19.2 new file mode 100644 index 0000000000000000000000000000000000000000..8691a09a59bb2ccca040c3b2da12b6b0dfbc3a0f --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/events.out.tfevents.1760701384.1c47c681d87e.19.2 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8485e233f436e22cdb39e76e8187c10c0f320c94bbba66fb6b788e0219ae1bb7 +size 565118 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a9fab858c2fea04950488d16688425ef18d5869 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9651b37953e6e06b5fb349ac6ee0cc307c3422c2e07631d8512f1906f60be848 +size 134446 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/labels_correlogram.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/labels_correlogram.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d72b2b10b05a576f486cade90156cbd47d5e148 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/labels_correlogram.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d0442f8bcf6d23e7a3d5b4d33eb679ae0afad48039c055392e7bf3f8dae47e9 +size 225255 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/results.csv b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/results.csv new file mode 100644 index 0000000000000000000000000000000000000000..d6496d5cba53694910c1784ab8eb61325d3619bd --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/results.csv @@ -0,0 +1,51 @@ +epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2 +1,125.96,1.56851,1.31087,1.68089,0.72364,0.60599,0.70001,0.35725,1.7067,1.34318,1.97894,0.000663283,0.000663283,0.000663283 +2,244.964,1.57857,1.30967,1.70078,0.71934,0.58709,0.6618,0.3495,1.69218,1.48664,1.95304,0.00132865,0.00132865,0.00132865 +3,362.925,1.58242,1.335,1.70234,0.73454,0.56621,0.6724,0.35935,1.64003,1.41906,1.89925,0.00198882,0.00198882,0.00198882 +4,480.634,1.59307,1.33132,1.69222,0.75215,0.58773,0.70379,0.37206,1.63603,1.35294,1.88506,0.00198246,0.00198246,0.00198246 +5,598.938,1.56971,1.33068,1.68111,0.70604,0.61632,0.68489,0.36838,1.65473,1.37005,1.90721,0.0019689,0.0019689,0.0019689 +6,716.898,1.55671,1.31845,1.65445,0.80471,0.60731,0.71486,0.38115,1.63614,1.32355,1.84115,0.00195155,0.00195155,0.00195155 +7,834.594,1.55891,1.3169,1.6604,0.78554,0.6023,0.72676,0.38668,1.63322,1.27346,1.82585,0.00193048,0.00193048,0.00193048 +8,952.975,1.55357,1.27941,1.65079,0.78578,0.57491,0.70952,0.38041,1.65157,1.33159,1.86728,0.00190578,0.00190578,0.00190578 +9,1071.32,1.52524,1.25918,1.61834,0.71187,0.62607,0.71022,0.3802,1.64237,1.30256,1.82099,0.00187754,0.00187754,0.00187754 +10,1189.94,1.56824,1.27715,1.63845,0.78485,0.6176,0.73032,0.38997,1.63867,1.25041,1.82116,0.00184588,0.00184588,0.00184588 +11,1308.59,1.56256,1.28319,1.63569,0.73324,0.63275,0.72706,0.39802,1.61273,1.29043,1.78816,0.00181093,0.00181093,0.00181093 +12,1426.6,1.55146,1.2615,1.61357,0.71623,0.6687,0.74169,0.41569,1.59863,1.22438,1.74259,0.00177281,0.00177281,0.00177281 +13,1544.38,1.5379,1.26939,1.60618,0.75534,0.65164,0.73762,0.40571,1.62011,1.26962,1.77659,0.00173168,0.00173168,0.00173168 +14,1662.09,1.51949,1.25068,1.60167,0.78974,0.63337,0.75094,0.41116,1.59098,1.23847,1.75308,0.0016877,0.0016877,0.0016877 +15,1780.24,1.54032,1.24512,1.62273,0.75849,0.66178,0.74871,0.41829,1.58191,1.23994,1.76237,0.00164105,0.00164105,0.00164105 +16,1897.84,1.51666,1.23808,1.58086,0.77265,0.63337,0.74965,0.42094,1.55126,1.23711,1.68961,0.00159191,0.00159191,0.00159191 +17,2016.04,1.52586,1.22146,1.59699,0.79968,0.63094,0.75691,0.41503,1.57342,1.18679,1.73289,0.00154047,0.00154047,0.00154047 +18,2134.15,1.5254,1.21233,1.57519,0.75651,0.66261,0.76309,0.43376,1.56042,1.1942,1.67484,0.00148694,0.00148694,0.00148694 +19,2252.61,1.49758,1.20251,1.55766,0.77976,0.676,0.77147,0.43292,1.54567,1.16958,1.6363,0.00143152,0.00143152,0.00143152 +20,2371.21,1.50921,1.19223,1.56709,0.77617,0.68331,0.77434,0.43195,1.56004,1.15718,1.66387,0.00137444,0.00137444,0.00137444 +21,2488.7,1.50988,1.20978,1.55847,0.76067,0.68453,0.77475,0.43692,1.56538,1.16072,1.6704,0.00131593,0.00131593,0.00131593 +22,2606.95,1.50231,1.17946,1.54215,0.81093,0.65895,0.78526,0.44065,1.56183,1.12561,1.66882,0.0012562,0.0012562,0.0012562 +23,2725.44,1.51291,1.20064,1.55006,0.79252,0.67844,0.7823,0.4416,1.55563,1.1391,1.67652,0.00119551,0.00119551,0.00119551 +24,2843.73,1.48877,1.16386,1.51844,0.7938,0.68088,0.78366,0.43392,1.54864,1.14206,1.64418,0.00113408,0.00113408,0.00113408 +25,2961.31,1.49802,1.17832,1.53579,0.78827,0.70037,0.79323,0.44388,1.56542,1.11812,1.63631,0.00107216,0.00107216,0.00107216 +26,3079.15,1.49744,1.15444,1.52405,0.82218,0.68575,0.79902,0.44691,1.54586,1.11723,1.64445,0.00101,0.00101,0.00101 +27,3197.29,1.49587,1.14606,1.51924,0.74427,0.7019,0.78479,0.43935,1.52318,1.12824,1.62675,0.000947837,0.000947837,0.000947837 +28,3315.29,1.48443,1.12981,1.50762,0.78456,0.71864,0.80251,0.45377,1.53445,1.10255,1.60668,0.00088592,0.00088592,0.00088592 +29,3433.88,1.48316,1.13317,1.51226,0.79114,0.71376,0.80643,0.45557,1.54629,1.09334,1.58633,0.000824492,0.000824492,0.000824492 +30,3551.65,1.47902,1.13365,1.50042,0.79553,0.71085,0.80409,0.45652,1.5288,1.09041,1.5904,0.000763797,0.000763797,0.000763797 +31,3669.91,1.47966,1.12393,1.4998,0.81364,0.71376,0.81449,0.45973,1.54238,1.0736,1.60977,0.000704073,0.000704073,0.000704073 +32,3788.3,1.4749,1.10942,1.48979,0.79396,0.72351,0.81652,0.45902,1.52287,1.07097,1.58948,0.000645557,0.000645557,0.000645557 +33,3906.52,1.46122,1.09179,1.47517,0.83467,0.70101,0.82553,0.46925,1.5045,1.0538,1.56817,0.000588479,0.000588479,0.000588479 +34,4024.9,1.47983,1.11302,1.48013,0.79354,0.735,0.82012,0.47052,1.51404,1.04509,1.55797,0.000533064,0.000533064,0.000533064 +35,4143.12,1.46928,1.09977,1.48439,0.82153,0.72838,0.82087,0.46677,1.51964,1.0388,1.56692,0.000479531,0.000479531,0.000479531 +36,4261.33,1.46116,1.10485,1.47877,0.78733,0.73569,0.81988,0.46956,1.51278,1.05733,1.55942,0.000428093,0.000428093,0.000428093 +37,4379.57,1.46908,1.10535,1.47036,0.81516,0.72518,0.8234,0.47645,1.50339,1.04638,1.54601,0.00037895,0.00037895,0.00037895 +38,4497.95,1.44368,1.08496,1.44839,0.83086,0.73082,0.82943,0.47701,1.49483,1.02325,1.53389,0.000332298,0.000332298,0.000332298 +39,4616.17,1.45525,1.08242,1.45478,0.81207,0.73325,0.82549,0.48039,1.49603,1.01843,1.52527,0.000288321,0.000288321,0.000288321 +40,4734.6,1.45224,1.0738,1.44686,0.82243,0.73203,0.82883,0.47501,1.50443,1.01804,1.54073,0.000247192,0.000247192,0.000247192 +41,4853.36,1.40886,0.94741,1.46757,0.80912,0.743,0.83988,0.48732,1.4968,0.99766,1.52737,0.000209073,0.000209073,0.000209073 +42,4971.83,1.40545,0.92573,1.46886,0.82697,0.73934,0.83668,0.4812,1.49716,0.99957,1.52362,0.000174115,0.000174115,0.000174115 +43,5089.01,1.40807,0.92021,1.46323,0.81734,0.74056,0.83618,0.4842,1.4888,0.99685,1.51426,0.000142456,0.000142456,0.000142456 +44,5207.12,1.39534,0.91442,1.4537,0.83406,0.7503,0.84392,0.49368,1.4848,0.97618,1.51079,0.000114221,0.000114221,0.000114221 +45,5325.06,1.40099,0.9119,1.46474,0.85194,0.72838,0.84269,0.4934,1.48585,0.98379,1.51088,8.95213e-05,8.95213e-05,8.95213e-05 +46,5442.8,1.39705,0.91043,1.45654,0.85222,0.743,0.84549,0.49323,1.48858,0.98016,1.50708,6.8454e-05,6.8454e-05,6.8454e-05 +47,5560.8,1.38717,0.90866,1.44813,0.85219,0.743,0.84655,0.4923,1.48894,0.97916,1.5075,5.11027e-05,5.11027e-05,5.11027e-05 +48,5678.16,1.38706,0.89847,1.44965,0.8599,0.73264,0.84567,0.49407,1.48994,0.97699,1.51101,3.75356e-05,3.75356e-05,3.75356e-05 +49,5796.15,1.387,0.89887,1.44404,0.8526,0.743,0.84706,0.49109,1.4943,0.97771,1.51483,2.78064e-05,2.78064e-05,2.78064e-05 +50,5914.47,1.38975,0.89771,1.45042,0.86275,0.73691,0.84772,0.49524,1.4891,0.97104,1.50895,2.19535e-05,2.19535e-05,2.19535e-05 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/results.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/results.png new file mode 100644 index 0000000000000000000000000000000000000000..2cab7dd503cf4f804ded077f8cff9a08937cd200 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/results.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28bb06f7cea51d86bfaf247514c317cf4c69a3ce00b4066e1858417f594cd9f1 +size 326109 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch0.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8234a418ddfccab93828dcae0a70a05242aaa1fd --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch0.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fa72c020175b6d22908425d5ff839c91a399c3588c60a820072cb8699f39584 +size 455411 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch1.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26043b1d7aefb58dda717aba7ce0fca928655ea1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch1.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ee788097cb2d584ba2f50991c73ec26b8e36da8373ac698c123ab893343aa27 +size 395433 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch2.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch2.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e387fb6f1be21574c0ff8a038bdc8ffcbe8745ba --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch2.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71f75c0b0d4b4678a84d1eae4aac735c7d5324975ea40b40639a595a2e0057e2 +size 464546 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch7880.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch7880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdd30da902b4e8ad95dd88a5b56b8c5a0b7afc74 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch7880.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3491fe28ca0c65afdecef1e4dae3668aac80ecef7827624f75babab9e071433c +size 376523 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch7881.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch7881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85f90a95d3dbbcee2a7614a5056d366bedecf5f1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch7881.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b050bc3fe7c539003c8e76d3dc31bbf9053e8b230d7b290a6dd1883c837aed9b +size 367940 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch7882.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch7882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8864d2af243c46010a1a1ed77bab61901cc21f5a --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/train_batch7882.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:546960346ebc373cddc6c1c3f5a2d818cb7d39f6b51a3781409134dfa625e89f +size 398532 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch0_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch0_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..add03bc0a5866b1dbb01b8c6c518a1e5103bd301 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch0_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9870fe57f8ecd07422c38e9f25d9a98d7d6c9dee9becd10fb47a9dd5f420c697 +size 508624 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch0_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch0_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e004a1cda06339a3b3cb6a45d672bb4f62267088 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch0_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d02700d06298e37588e36439170344f22b7febf93ff851335b8deba5a7a93cd +size 522508 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch1_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch1_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a744f0fd4f30c2277abe3da96d5bd1bb7c12d99e --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch1_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9894e032c593731e1af28d570f153ce3aff4daf235d720392cde8c8f93e942ee +size 492088 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch1_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch1_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7376ce0081daa8d7dc5994255793dc206b69fcd7 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch1_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c396e820dbe1de688c5f824c7df6b14ad23ff4db912049a431fb7b607e17a74 +size 509646 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch2_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch2_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..685559e685a0480221d03ae962be0b5149bff80d --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch2_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ddecd4f41f68f89c7135a17efff36d1c7d1570a8c33248af15ddbf941329893 +size 520368 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch2_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch2_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d10aceea16718157210dd2a083c5bfe59c32606 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/val_batch2_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3581f31a9064c38464373e7d3352b5aa7dbfe2d44faace3309c9439fdbe5303d +size 528261 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/weights/best.pt b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/weights/best.pt new file mode 100644 index 0000000000000000000000000000000000000000..688118f1ebb6a436708e284093b7ef31d112ded8 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/weights/best.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34d9372d3c0cfd1eb50d39f8a4a12d5a4ff95e532ed74733bcfd5c48816013ef +size 39705847 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/weights/last.pt b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/weights/last.pt new file mode 100644 index 0000000000000000000000000000000000000000..c5090e834358f6583d25cb2700177980d1ca8aae --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_3_freeze_17/weights/last.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b6e69e615ee1d5850d755fdbbe270b6969bf5b2ce1771f0993682a6192bdef2 +size 39705847 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/F1_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/F1_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..e1314256ad50693bf709e0314bd7b8ab4c8b6761 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/F1_curve.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4132e49f3ac374ed6ccca12c0c702d76ee6b1db6b26da17f938ae49169b8153c +size 100129 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/PR_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/PR_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..bbd82cea5e2ac3ceb4380e46dd7346cb12ae3960 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/PR_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/P_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/P_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..1a102d03a12f677f719db2547e63ff0660ccbc04 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/P_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/R_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/R_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..2745967c5478dab85c355a18651befcee7c71e19 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/R_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/args.yaml b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/args.yaml new file mode 100644 index 0000000000000000000000000000000000000000..acbdb19b758783d54c09c2df5212d61dd0c0a91a --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/args.yaml @@ -0,0 +1,106 @@ +task: detect +mode: train +model: yolov12m.pt +data: /kaggle/input/brisc-yolo/data.yaml +epochs: 50 +time: null +patience: 30 +batch: 16 +imgsz: 512 +save: true +save_period: -1 +cache: false +device: null +workers: 8 +project: null +name: train +exist_ok: false +pretrained: true +optimizer: auto +verbose: false +seed: 0 +deterministic: true +single_cls: false +rect: false +cos_lr: true +close_mosaic: 10 +resume: false +amp: false +fraction: 1.0 +profile: false +freeze: 15 +multi_scale: false +overlap_mask: true +mask_ratio: 4 +dropout: 0.0 +val: true +split: val +save_json: false +save_hybrid: false +conf: null +iou: 0.7 +max_det: 300 +half: false +dnn: false +plots: true +source: null +vid_stride: 1 +stream_buffer: false +visualize: false +augment: false +agnostic_nms: false +classes: null +retina_masks: false +embed: null +show: false +save_frames: false +save_txt: false +save_conf: false +save_crop: false +show_labels: true +show_conf: true +show_boxes: true +line_width: null +format: torchscript +keras: false +optimize: false +int8: false +dynamic: false +simplify: true +opset: null +workspace: null +nms: false +lr0: 0.005 +lrf: 0.01 +momentum: 0.937 +weight_decay: 0.0005 +warmup_epochs: 3.0 +warmup_momentum: 0.8 +warmup_bias_lr: 0.0 +box: 7.5 +cls: 0.5 +dfl: 1.5 +pose: 12.0 +kobj: 1.0 +nbs: 64 +hsv_h: 0.015 +hsv_s: 0.7 +hsv_v: 0.4 +degrees: 0.0 +translate: 0.1 +scale: 0.5 +shear: 0.0 +perspective: 0.0 +flipud: 0.0 +fliplr: 0.5 +bgr: 0.0 +mosaic: 1.0 +mixup: 0.0 +copy_paste: 0.1 +copy_paste_mode: flip +auto_augment: randaugment +erasing: 0.4 +crop_fraction: 1.0 +cfg: null +tracker: botsort.yaml +save_dir: /kaggle/working/yolov12/runs/detect/train diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/confusion_matrix.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/confusion_matrix.png new file mode 100644 index 0000000000000000000000000000000000000000..a75986f772508c99b1dc3666ca4e9e114d6140ab Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/confusion_matrix.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/confusion_matrix_normalized.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/confusion_matrix_normalized.png new file mode 100644 index 0000000000000000000000000000000000000000..0f152ab46b54687bbba177e93a1f9bb3a3926636 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/confusion_matrix_normalized.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/events.out.tfevents.1760707347.1c47c681d87e.19.3 b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/events.out.tfevents.1760707347.1c47c681d87e.19.3 new file mode 100644 index 0000000000000000000000000000000000000000..4e035d3da5b17fb009b1d9b44676418f12918dc4 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/events.out.tfevents.1760707347.1c47c681d87e.19.3 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:74a93c5b675f774e6405b3cdb108b02c8750963c0ad807ede3a0723de2d70a52 +size 565118 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a9fab858c2fea04950488d16688425ef18d5869 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9651b37953e6e06b5fb349ac6ee0cc307c3422c2e07631d8512f1906f60be848 +size 134446 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/labels_correlogram.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/labels_correlogram.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d72b2b10b05a576f486cade90156cbd47d5e148 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/labels_correlogram.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d0442f8bcf6d23e7a3d5b4d33eb679ae0afad48039c055392e7bf3f8dae47e9 +size 225255 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/results.csv b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/results.csv new file mode 100644 index 0000000000000000000000000000000000000000..09c414f1d95052b34eb65ab74a76ed0456820cce --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/results.csv @@ -0,0 +1,51 @@ +epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2 +1,128.381,1.48299,1.13097,1.4902,0.77694,0.70402,0.78701,0.42799,1.56571,1.12769,1.64819,0.000663283,0.000663283,0.000663283 +2,249.294,1.49255,1.1665,1.51691,0.74864,0.69549,0.76589,0.41893,1.57606,1.15719,1.66572,0.00132865,0.00132865,0.00132865 +3,370.1,1.49388,1.19296,1.52188,0.78316,0.66017,0.75926,0.42063,1.57183,1.17162,1.63521,0.00198882,0.00198882,0.00198882 +4,490.603,1.51693,1.18636,1.53177,0.78732,0.69549,0.78736,0.44496,1.57689,1.1263,1.63543,0.00198246,0.00198246,0.00198246 +5,610.944,1.50507,1.18712,1.52262,0.78362,0.69915,0.77922,0.4314,1.54612,1.14752,1.62622,0.0019689,0.0019689,0.0019689 +6,731.408,1.48027,1.15024,1.49573,0.78764,0.72282,0.80659,0.44947,1.56043,1.11276,1.62583,0.00195155,0.00195155,0.00195155 +7,851.904,1.48838,1.16685,1.50353,0.78226,0.7264,0.80565,0.45403,1.53962,1.08668,1.60079,0.00193048,0.00193048,0.00193048 +8,972.545,1.48125,1.13405,1.4937,0.76266,0.71864,0.79281,0.44471,1.55712,1.0926,1.59324,0.00190578,0.00190578,0.00190578 +9,1092.54,1.46714,1.12354,1.47466,0.788,0.71011,0.78905,0.43258,1.57797,1.11553,1.60142,0.00187754,0.00187754,0.00187754 +10,1212.65,1.50037,1.14249,1.48435,0.78186,0.7247,0.80962,0.45411,1.56094,1.05998,1.59375,0.00184588,0.00184588,0.00184588 +11,1333.01,1.49192,1.13962,1.48061,0.73789,0.69951,0.77833,0.4313,1.55928,1.10885,1.5935,0.00181093,0.00181093,0.00181093 +12,1452.92,1.48993,1.11056,1.46237,0.75536,0.71376,0.79976,0.45578,1.52837,1.07211,1.55067,0.00177281,0.00177281,0.00177281 +13,1572.9,1.47789,1.11698,1.45456,0.75585,0.72594,0.80187,0.46379,1.53279,1.07046,1.54312,0.00173168,0.00173168,0.00173168 +14,1692.89,1.4566,1.10349,1.4503,0.75963,0.74178,0.8081,0.44611,1.56404,1.05728,1.5714,0.0016877,0.0016877,0.0016877 +15,1812.63,1.46627,1.10378,1.45641,0.81922,0.71202,0.81207,0.46612,1.52611,1.07148,1.5453,0.00164105,0.00164105,0.00164105 +16,1932.35,1.4459,1.07653,1.42271,0.80366,0.72594,0.81891,0.47347,1.52814,1.01986,1.52854,0.00159191,0.00159191,0.00159191 +17,2052.5,1.45798,1.0786,1.43936,0.79658,0.73691,0.82675,0.47124,1.52988,1.01769,1.53728,0.00154047,0.00154047,0.00154047 +18,2172.84,1.46045,1.07176,1.43012,0.80306,0.72513,0.82727,0.47194,1.52075,1.01079,1.50916,0.00148694,0.00148694,0.00148694 +19,2293.16,1.43265,1.05168,1.41041,0.7927,0.76857,0.83764,0.48007,1.53741,0.9595,1.5174,0.00143152,0.00143152,0.00143152 +20,2413.24,1.43701,1.05142,1.41461,0.81067,0.75152,0.83592,0.47995,1.54357,0.96356,1.51713,0.00137444,0.00137444,0.00137444 +21,2533.7,1.44471,1.06877,1.41236,0.81477,0.72867,0.8381,0.49115,1.51276,0.96254,1.4825,0.00131593,0.00131593,0.00131593 +22,2653.33,1.44542,1.03511,1.39682,0.8293,0.73934,0.84513,0.49289,1.50138,0.95412,1.47363,0.0012562,0.0012562,0.0012562 +23,2773.58,1.44386,1.05108,1.39972,0.84314,0.75883,0.85418,0.48552,1.53581,0.96213,1.49807,0.00119551,0.00119551,0.00119551 +24,2893.64,1.43473,1.02613,1.38633,0.82904,0.75603,0.84404,0.48855,1.52668,0.95917,1.48742,0.00113408,0.00113408,0.00113408 +25,3013.37,1.44384,1.03055,1.39381,0.8305,0.74787,0.85082,0.4889,1.5343,0.95897,1.48175,0.00107216,0.00107216,0.00107216 +26,3133.78,1.43098,1.00468,1.37816,0.83151,0.75739,0.85203,0.49348,1.51532,0.94417,1.46342,0.00101,0.00101,0.00101 +27,3254.18,1.4337,1.01406,1.38537,0.85529,0.73325,0.84961,0.49273,1.50035,0.93846,1.47041,0.000947837,0.000947837,0.000947837 +28,3374.44,1.41957,0.98637,1.36822,0.82489,0.78563,0.86565,0.49698,1.51448,0.9124,1.45391,0.00088592,0.00088592,0.00088592 +29,3495.21,1.42092,0.99436,1.37731,0.84697,0.74543,0.85709,0.49531,1.51771,0.93395,1.45586,0.000824492,0.000824492,0.000824492 +30,3615.97,1.41216,0.98946,1.36361,0.82566,0.75761,0.8506,0.49603,1.52055,0.92398,1.46542,0.000763797,0.000763797,0.000763797 +31,3736.64,1.41838,0.98991,1.36517,0.85254,0.75761,0.86136,0.49981,1.51931,0.90835,1.45334,0.000704073,0.000704073,0.000704073 +32,3856.99,1.41097,0.97593,1.34782,0.82492,0.76127,0.85149,0.49264,1.50118,0.91707,1.44684,0.000645557,0.000645557,0.000645557 +33,3977.33,1.40657,0.95347,1.33533,0.82668,0.78563,0.86138,0.49523,1.51551,0.89771,1.4464,0.000588479,0.000588479,0.000588479 +34,4097.58,1.41418,0.97191,1.34281,0.84586,0.75529,0.8538,0.50343,1.49892,0.89321,1.4321,0.000533064,0.000533064,0.000533064 +35,4218.16,1.40542,0.9603,1.33934,0.8341,0.77775,0.86303,0.50271,1.51443,0.88276,1.44368,0.000479531,0.000479531,0.000479531 +36,4338.06,1.3988,0.96254,1.33883,0.83917,0.77467,0.86603,0.50728,1.49839,0.89103,1.42752,0.000428093,0.000428093,0.000428093 +37,4458.67,1.40006,0.96001,1.32696,0.83611,0.77677,0.85742,0.50381,1.48994,0.88964,1.42181,0.00037895,0.00037895,0.00037895 +38,4578.93,1.38773,0.94982,1.31993,0.8722,0.75644,0.86628,0.50894,1.49142,0.88314,1.43207,0.000332298,0.000332298,0.000332298 +39,4699.17,1.39374,0.93938,1.32298,0.82554,0.80024,0.86834,0.51422,1.49796,0.87201,1.42167,0.000288321,0.000288321,0.000288321 +40,4819.21,1.39522,0.94194,1.32047,0.83308,0.79781,0.86731,0.51088,1.49427,0.87766,1.42396,0.000247192,0.000247192,0.000247192 +41,4939.56,1.35417,0.81081,1.33417,0.84758,0.8128,0.87767,0.51238,1.48955,0.86522,1.41564,0.000209073,0.000209073,0.000209073 +42,5060.15,1.34634,0.78716,1.33494,0.86289,0.78563,0.87165,0.51416,1.48909,0.86588,1.41215,0.000174115,0.000174115,0.000174115 +43,5180.25,1.33755,0.78126,1.32536,0.86764,0.79047,0.87659,0.51813,1.48243,0.86243,1.40657,0.000142456,0.000142456,0.000142456 +44,5300.49,1.33314,0.77545,1.31847,0.86732,0.79659,0.87855,0.52103,1.48375,0.85426,1.40509,0.000114221,0.000114221,0.000114221 +45,5420.54,1.34073,0.78168,1.32789,0.85918,0.80258,0.87695,0.52159,1.48071,0.85179,1.40124,8.95213e-05,8.95213e-05,8.95213e-05 +46,5540.77,1.33427,0.7762,1.32346,0.86444,0.80268,0.87428,0.51946,1.48278,0.85291,1.40073,6.8454e-05,6.8454e-05,6.8454e-05 +47,5660.53,1.33071,0.77665,1.3212,0.85876,0.8039,0.87848,0.52077,1.48441,0.85015,1.40089,5.11027e-05,5.11027e-05,5.11027e-05 +48,5780.64,1.32461,0.76906,1.31027,0.86185,0.80755,0.88104,0.52327,1.48478,0.85026,1.40324,3.75356e-05,3.75356e-05,3.75356e-05 +49,5900.69,1.32767,0.76962,1.30974,0.87521,0.79659,0.87896,0.51949,1.48841,0.85264,1.40699,2.78064e-05,2.78064e-05,2.78064e-05 +50,6020.89,1.3377,0.76057,1.32129,0.87321,0.80024,0.87767,0.52037,1.48617,0.84746,1.40276,2.19535e-05,2.19535e-05,2.19535e-05 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/results.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/results.png new file mode 100644 index 0000000000000000000000000000000000000000..3ee6a02056f06e4154b2f43f43839ff77982c6ec --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/results.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:318c59073c2bdfe7384e9fcab3adbc50987c8f180d5565b0c02d17a7798e77e5 +size 335286 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch0.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8234a418ddfccab93828dcae0a70a05242aaa1fd --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch0.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fa72c020175b6d22908425d5ff839c91a399c3588c60a820072cb8699f39584 +size 455411 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch1.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26043b1d7aefb58dda717aba7ce0fca928655ea1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch1.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ee788097cb2d584ba2f50991c73ec26b8e36da8373ac698c123ab893343aa27 +size 395433 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch2.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch2.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e387fb6f1be21574c0ff8a038bdc8ffcbe8745ba --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch2.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71f75c0b0d4b4678a84d1eae4aac735c7d5324975ea40b40639a595a2e0057e2 +size 464546 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch7880.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch7880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdd30da902b4e8ad95dd88a5b56b8c5a0b7afc74 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch7880.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3491fe28ca0c65afdecef1e4dae3668aac80ecef7827624f75babab9e071433c +size 376523 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch7881.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch7881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85f90a95d3dbbcee2a7614a5056d366bedecf5f1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch7881.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b050bc3fe7c539003c8e76d3dc31bbf9053e8b230d7b290a6dd1883c837aed9b +size 367940 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch7882.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch7882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8864d2af243c46010a1a1ed77bab61901cc21f5a --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/train_batch7882.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:546960346ebc373cddc6c1c3f5a2d818cb7d39f6b51a3781409134dfa625e89f +size 398532 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch0_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch0_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..add03bc0a5866b1dbb01b8c6c518a1e5103bd301 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch0_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9870fe57f8ecd07422c38e9f25d9a98d7d6c9dee9becd10fb47a9dd5f420c697 +size 508624 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch0_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch0_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc7d0cb999b4300f6827ed817491916eefac1f5a --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch0_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a28b39359314592f66454bc1c3345d1552b0dd9b52cd2955fb9c53602851d671 +size 519767 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch1_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch1_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a744f0fd4f30c2277abe3da96d5bd1bb7c12d99e --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch1_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9894e032c593731e1af28d570f153ce3aff4daf235d720392cde8c8f93e942ee +size 492088 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch1_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch1_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68ca87fc90b1b0e7d989bc522f74bb684c082b48 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch1_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85b78e5f79103d9311369e65cf479b8f58d7e6557c2dfd2439fd18404b876779 +size 505583 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch2_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch2_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..685559e685a0480221d03ae962be0b5149bff80d --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch2_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ddecd4f41f68f89c7135a17efff36d1c7d1570a8c33248af15ddbf941329893 +size 520368 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch2_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch2_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d96133c63e9a7d94e561ffbe184b859d1b57717 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/val_batch2_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9441a20ab79452499d174e536496a112d74b8b58c516fbc967bee74b53bb7e3a +size 528539 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/weights/best.pt b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/weights/best.pt new file mode 100644 index 0000000000000000000000000000000000000000..694c92ead445a1c8513be891bcd9b629c77fbb9b --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/weights/best.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be96b636b2a5db56dcbcefc4abce4ca08c6d156cb4a921fcde28648b31573604 +size 39705847 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/weights/last.pt b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/weights/last.pt new file mode 100644 index 0000000000000000000000000000000000000000..9f6cc0abc7d8ef587495c950f49ab684ab3d15c5 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_4_freeze_15/weights/last.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dca7bc7319015a6b28c8c9b7940ef1d16e5c4f62dd4f2fcab495c5dd0406923e +size 39705847 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/F1_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/F1_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..3dbefb01788e4ecfae4f4b53b97c5fa64a70b9a2 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/F1_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/PR_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/PR_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..cd8391cada21a2adbcf90d6a72f1bb934eea096a Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/PR_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/P_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/P_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..8aaa66e25239946db781661368e60a16b7a2b05d Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/P_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/R_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/R_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..7b7b96f414937143726338e9e4d688204b6f45ee Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/R_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/args.yaml b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/args.yaml new file mode 100644 index 0000000000000000000000000000000000000000..63bb2f38f65e996e72443cd4063b35e90bb6d079 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/args.yaml @@ -0,0 +1,106 @@ +task: detect +mode: train +model: yolov12m.pt +data: /kaggle/input/brisc-yolo/data.yaml +epochs: 50 +time: null +patience: 30 +batch: 16 +imgsz: 512 +save: true +save_period: -1 +cache: false +device: null +workers: 8 +project: null +name: train +exist_ok: false +pretrained: true +optimizer: auto +verbose: false +seed: 0 +deterministic: true +single_cls: false +rect: false +cos_lr: true +close_mosaic: 10 +resume: false +amp: false +fraction: 1.0 +profile: false +freeze: 13 +multi_scale: false +overlap_mask: true +mask_ratio: 4 +dropout: 0.0 +val: true +split: val +save_json: false +save_hybrid: false +conf: null +iou: 0.7 +max_det: 300 +half: false +dnn: false +plots: true +source: null +vid_stride: 1 +stream_buffer: false +visualize: false +augment: false +agnostic_nms: false +classes: null +retina_masks: false +embed: null +show: false +save_frames: false +save_txt: false +save_conf: false +save_crop: false +show_labels: true +show_conf: true +show_boxes: true +line_width: null +format: torchscript +keras: false +optimize: false +int8: false +dynamic: false +simplify: true +opset: null +workspace: null +nms: false +lr0: 0.005 +lrf: 0.01 +momentum: 0.937 +weight_decay: 0.0005 +warmup_epochs: 3.0 +warmup_momentum: 0.8 +warmup_bias_lr: 0.0 +box: 7.5 +cls: 0.5 +dfl: 1.5 +pose: 12.0 +kobj: 1.0 +nbs: 64 +hsv_h: 0.015 +hsv_s: 0.7 +hsv_v: 0.4 +degrees: 0.0 +translate: 0.1 +scale: 0.5 +shear: 0.0 +perspective: 0.0 +flipud: 0.0 +fliplr: 0.5 +bgr: 0.0 +mosaic: 1.0 +mixup: 0.0 +copy_paste: 0.1 +copy_paste_mode: flip +auto_augment: randaugment +erasing: 0.4 +crop_fraction: 1.0 +cfg: null +tracker: botsort.yaml +save_dir: /kaggle/working/yolov12/runs/detect/train diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/confusion_matrix.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/confusion_matrix.png new file mode 100644 index 0000000000000000000000000000000000000000..f74ccc276b1a4001dd892b8afac0b32eb3a59b5c Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/confusion_matrix.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/confusion_matrix_normalized.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/confusion_matrix_normalized.png new file mode 100644 index 0000000000000000000000000000000000000000..8023fa78aeeae85e58ea01037cba7cb6316ac904 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/confusion_matrix_normalized.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/events.out.tfevents.1760713412.1c47c681d87e.19.4 b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/events.out.tfevents.1760713412.1c47c681d87e.19.4 new file mode 100644 index 0000000000000000000000000000000000000000..9eb1affe2731d1d9d1202c58b4bd4fc9af9bd6c3 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/events.out.tfevents.1760713412.1c47c681d87e.19.4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:785bd60bd596a89355efebbe7c9b6b15c0f6837012a2a3206d6db1007d6d2f05 +size 565406 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a9fab858c2fea04950488d16688425ef18d5869 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9651b37953e6e06b5fb349ac6ee0cc307c3422c2e07631d8512f1906f60be848 +size 134446 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/labels_correlogram.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/labels_correlogram.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d72b2b10b05a576f486cade90156cbd47d5e148 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/labels_correlogram.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d0442f8bcf6d23e7a3d5b4d33eb679ae0afad48039c055392e7bf3f8dae47e9 +size 225255 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/results.csv b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/results.csv new file mode 100644 index 0000000000000000000000000000000000000000..6b6de1f442d27b5ac2d14acdaf451edb62a1fe45 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/results.csv @@ -0,0 +1,51 @@ +epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2 +1,139.621,1.44734,0.98072,1.31954,0.81856,0.73934,0.82062,0.4574,1.56601,1.13787,1.45018,0.000663283,0.000663283,0.000663283 +2,271.819,1.50929,1.02778,1.32165,0.84116,0.72889,0.82702,0.44742,1.66443,0.98122,1.51916,0.00132865,0.00132865,0.00132865 +3,404.361,1.53006,1.04215,1.33816,0.86155,0.78827,0.87263,0.49847,1.5286,0.92296,1.37848,0.00198882,0.00198882,0.00198882 +4,536.304,1.50693,1.02334,1.32168,0.86159,0.75152,0.85685,0.49377,1.50651,0.92434,1.3876,0.00198246,0.00198246,0.00198246 +5,667.673,1.48652,0.98882,1.31979,0.87184,0.78717,0.87916,0.50893,1.53165,0.85699,1.3848,0.0019689,0.0019689,0.0019689 +6,799.511,1.46342,0.96402,1.29688,0.87786,0.78319,0.8831,0.5131,1.48995,0.87296,1.36814,0.00195155,0.00195155,0.00195155 +7,931.351,1.45598,0.94941,1.30855,0.8687,0.80586,0.8824,0.51381,1.50278,0.85466,1.37222,0.00193048,0.00193048,0.00193048 +8,1063.01,1.44304,0.91407,1.30856,0.86635,0.78197,0.87311,0.49766,1.50649,0.86697,1.39877,0.00190578,0.00190578,0.00190578 +9,1194.74,1.4168,0.89569,1.29252,0.89611,0.78319,0.88699,0.51044,1.50117,0.83159,1.3955,0.00187754,0.00187754,0.00187754 +10,1326.83,1.42323,0.8975,1.28878,0.86106,0.80024,0.88245,0.50107,1.52881,0.88346,1.38968,0.00184588,0.00184588,0.00184588 +11,1458.99,1.42048,0.90129,1.29066,0.88137,0.80877,0.89282,0.5161,1.49148,0.81595,1.38958,0.00181093,0.00181093,0.00181093 +12,1591.23,1.41309,0.86972,1.28072,0.89014,0.80268,0.89596,0.52928,1.4998,0.81114,1.3732,0.00177281,0.00177281,0.00177281 +13,1723.49,1.39937,0.86136,1.28369,0.89494,0.7989,0.90201,0.53736,1.4852,0.78575,1.37496,0.00173168,0.00173168,0.00173168 +14,1855.71,1.37042,0.84778,1.27106,0.89266,0.81364,0.90021,0.51921,1.52258,0.81225,1.39703,0.0016877,0.0016877,0.0016877 +15,1987.72,1.39253,0.84765,1.27796,0.90378,0.79659,0.89853,0.53598,1.48098,0.81064,1.37909,0.00164105,0.00164105,0.00164105 +16,2119.93,1.36078,0.82857,1.25739,0.86844,0.82815,0.89668,0.53193,1.48369,0.80013,1.37663,0.00159191,0.00159191,0.00159191 +17,2252.28,1.35031,0.81163,1.25798,0.88938,0.83678,0.91438,0.54921,1.45399,0.76911,1.34358,0.00154047,0.00154047,0.00154047 +18,2384.31,1.35828,0.80847,1.2504,0.8983,0.81242,0.9044,0.54436,1.45871,0.77791,1.35848,0.00148694,0.00148694,0.00148694 +19,2515.95,1.33252,0.79157,1.24717,0.88715,0.83304,0.91036,0.53779,1.46849,0.77817,1.37719,0.00143152,0.00143152,0.00143152 +20,2647.72,1.33754,0.78831,1.24953,0.90517,0.82543,0.91602,0.54514,1.46655,0.76097,1.36079,0.00137444,0.00137444,0.00137444 +21,2779.15,1.33326,0.7928,1.2421,0.89705,0.83922,0.90663,0.54058,1.49192,0.75945,1.3626,0.00131593,0.00131593,0.00131593 +22,2910.45,1.32132,0.7723,1.23348,0.89012,0.84858,0.9142,0.55275,1.45118,0.7594,1.34887,0.0012562,0.0012562,0.0012562 +23,3042.41,1.33104,0.77826,1.24043,0.91173,0.83678,0.92287,0.55548,1.45256,0.74132,1.34701,0.00119551,0.00119551,0.00119551 +24,3174.17,1.31237,0.75858,1.22971,0.8968,0.83619,0.91461,0.54763,1.46672,0.73899,1.35412,0.00113408,0.00113408,0.00113408 +25,3305.68,1.32309,0.76241,1.23797,0.9013,0.83435,0.91629,0.54427,1.48587,0.74801,1.36506,0.00107216,0.00107216,0.00107216 +26,3437.13,1.31301,0.74472,1.2318,0.91467,0.84863,0.92151,0.5561,1.45789,0.72863,1.34425,0.00101,0.00101,0.00101 +27,3568.82,1.31498,0.75477,1.22876,0.9164,0.84166,0.9192,0.55723,1.44762,0.72553,1.33939,0.000947837,0.000947837,0.000947837 +28,3700.71,1.29172,0.72746,1.21181,0.90281,0.85262,0.92519,0.55838,1.46897,0.70223,1.35041,0.00088592,0.00088592,0.00088592 +29,3832.81,1.28371,0.73282,1.22129,0.91249,0.85091,0.92004,0.55409,1.466,0.71276,1.35365,0.000824492,0.000824492,0.000824492 +30,3964.93,1.27772,0.7168,1.21537,0.906,0.84287,0.92106,0.55563,1.46901,0.71402,1.35802,0.000763797,0.000763797,0.000763797 +31,4096.85,1.28562,0.71876,1.21509,0.91337,0.84762,0.92272,0.55984,1.46046,0.71106,1.3498,0.000704073,0.000704073,0.000704073 +32,4228.86,1.27079,0.70384,1.20346,0.90224,0.84896,0.91865,0.55432,1.47236,0.71139,1.35672,0.000645557,0.000645557,0.000645557 +33,4360.7,1.26347,0.69011,1.19138,0.91324,0.85262,0.92361,0.55763,1.46529,0.69885,1.35447,0.000588479,0.000588479,0.000588479 +34,4492.75,1.27615,0.70526,1.20741,0.89886,0.85517,0.92089,0.56187,1.45902,0.69183,1.3449,0.000533064,0.000533064,0.000533064 +35,4624.55,1.25449,0.69423,1.20064,0.91725,0.85505,0.92334,0.55955,1.4722,0.68336,1.35611,0.000479531,0.000479531,0.000479531 +36,4755.84,1.24543,0.69291,1.20212,0.91954,0.85018,0.92442,0.55925,1.45119,0.69299,1.34276,0.000428093,0.000428093,0.000428093 +37,4887.17,1.24193,0.68423,1.19122,0.91573,0.86034,0.92958,0.56091,1.45733,0.6786,1.34735,0.00037895,0.00037895,0.00037895 +38,5019.08,1.22973,0.68268,1.17967,0.92153,0.84166,0.92564,0.56143,1.45303,0.67817,1.34749,0.000332298,0.000332298,0.000332298 +39,5151.06,1.23132,0.67748,1.1867,0.91033,0.86845,0.92798,0.56167,1.44908,0.66853,1.33522,0.000288321,0.000288321,0.000288321 +40,5281.95,1.23398,0.67641,1.1842,0.90616,0.87089,0.92828,0.56262,1.45464,0.66992,1.34913,0.000247192,0.000247192,0.000247192 +41,5414.41,1.20494,0.57856,1.19396,0.90702,0.86737,0.92582,0.56962,1.43275,0.66851,1.33105,0.000209073,0.000209073,0.000209073 +42,5546.3,1.17798,0.5634,1.18863,0.91132,0.86365,0.92528,0.56817,1.43223,0.66996,1.33476,0.000174115,0.000174115,0.000174115 +43,5677.9,1.17527,0.55803,1.1886,0.91936,0.85627,0.92537,0.56665,1.43528,0.66606,1.33844,0.000142456,0.000142456,0.000142456 +44,5809.64,1.17987,0.5541,1.186,0.91151,0.86967,0.92596,0.56975,1.43089,0.66392,1.33748,0.000114221,0.000114221,0.000114221 +45,5940.9,1.16401,0.55686,1.18356,0.91593,0.86602,0.9268,0.56756,1.43086,0.66635,1.33665,8.95213e-05,8.95213e-05,8.95213e-05 +46,6072.69,1.17212,0.55269,1.18326,0.91041,0.86638,0.92793,0.56836,1.43615,0.6627,1.34463,6.8454e-05,6.8454e-05,6.8454e-05 +47,6204.08,1.16119,0.55117,1.18258,0.91247,0.86114,0.92931,0.56519,1.43833,0.66743,1.34208,5.11027e-05,5.11027e-05,5.11027e-05 +48,6335.88,1.14797,0.54173,1.17147,0.92949,0.85384,0.92767,0.56629,1.43577,0.66481,1.34006,3.75356e-05,3.75356e-05,3.75356e-05 +49,6467.81,1.15815,0.54289,1.17048,0.90457,0.87748,0.92853,0.56778,1.43701,0.66278,1.3448,2.78064e-05,2.78064e-05,2.78064e-05 +50,6599.54,1.1621,0.54819,1.17856,0.90622,0.86358,0.92677,0.56616,1.43437,0.66329,1.3405,2.19535e-05,2.19535e-05,2.19535e-05 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/results.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/results.png new file mode 100644 index 0000000000000000000000000000000000000000..ad1cd12e3b004e02a97b71d6d3c808ebbe41c4c9 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/results.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3277ec92a8ef6423e7f6e9eba898932d102384c5d3a416d0d4d876d1be9cab88 +size 312075 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch0.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8234a418ddfccab93828dcae0a70a05242aaa1fd --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch0.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fa72c020175b6d22908425d5ff839c91a399c3588c60a820072cb8699f39584 +size 455411 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch1.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26043b1d7aefb58dda717aba7ce0fca928655ea1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch1.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ee788097cb2d584ba2f50991c73ec26b8e36da8373ac698c123ab893343aa27 +size 395433 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch2.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch2.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e387fb6f1be21574c0ff8a038bdc8ffcbe8745ba --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch2.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71f75c0b0d4b4678a84d1eae4aac735c7d5324975ea40b40639a595a2e0057e2 +size 464546 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch7880.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch7880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdd30da902b4e8ad95dd88a5b56b8c5a0b7afc74 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch7880.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3491fe28ca0c65afdecef1e4dae3668aac80ecef7827624f75babab9e071433c +size 376523 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch7881.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch7881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85f90a95d3dbbcee2a7614a5056d366bedecf5f1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch7881.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b050bc3fe7c539003c8e76d3dc31bbf9053e8b230d7b290a6dd1883c837aed9b +size 367940 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch7882.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch7882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8864d2af243c46010a1a1ed77bab61901cc21f5a --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/train_batch7882.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:546960346ebc373cddc6c1c3f5a2d818cb7d39f6b51a3781409134dfa625e89f +size 398532 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch0_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch0_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..add03bc0a5866b1dbb01b8c6c518a1e5103bd301 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch0_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9870fe57f8ecd07422c38e9f25d9a98d7d6c9dee9becd10fb47a9dd5f420c697 +size 508624 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch0_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch0_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f596133a4f226c29d16cb02478c31de6c66612cd --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch0_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf6c68d91751046b58f9b581a9aa776d33adf913d5ca8bd9c8ee18719521f9fe +size 515238 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch1_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch1_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a744f0fd4f30c2277abe3da96d5bd1bb7c12d99e --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch1_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9894e032c593731e1af28d570f153ce3aff4daf235d720392cde8c8f93e942ee +size 492088 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch1_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch1_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9dd4b8fd4c23a0a572cf8ed0867ebddc049550f6 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch1_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0cc12eb0378f428a940527ce92415ea4359f21466d338dec5e73abc4f28b40e8 +size 508361 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch2_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch2_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..685559e685a0480221d03ae962be0b5149bff80d --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch2_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ddecd4f41f68f89c7135a17efff36d1c7d1570a8c33248af15ddbf941329893 +size 520368 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch2_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch2_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70cd404351e8d8a0c1e7e864b30d1144aa93e4d1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/val_batch2_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1202e30525fe613731ab10efb3695a0da025cc92be1d6a2373ff23df816741fd +size 528925 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/weights/best.pt b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/weights/best.pt new file mode 100644 index 0000000000000000000000000000000000000000..0a5a4c4bef726311a6801d0bb1d81876c50f70b8 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/weights/best.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1585677daf7f4f3889df9f8f8a4f9bc74c07575cd2fcede036d190e3e5d2d93d +size 39705847 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/weights/last.pt b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/weights/last.pt new file mode 100644 index 0000000000000000000000000000000000000000..8c40b6ccde648ccfc25c26e40eada1faacae02b9 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_5_freeze_13/weights/last.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78ac67d4bac2a919dda72744bc3a9460835e191f57a21b5623ac0723a7380dc3 +size 39705847 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/F1_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/F1_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..1f6766c474721266d9cd46a3baf5b1fcea91be1d Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/F1_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/PR_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/PR_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..670af420d563378274f0bfd011be6498ed2c655e Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/PR_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/P_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/P_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..7151d8ac3441b5298a41b1a1b749f83477409d0e Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/P_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/R_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/R_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..7c8f55a707d6340de76bceaa9e2e2b288f5b3519 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/R_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/args.yaml b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/args.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a1242162bb75e86fe277936d196d2f8ec10610fa --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/args.yaml @@ -0,0 +1,106 @@ +task: detect +mode: train +model: yolov12m.pt +data: /kaggle/input/brisc-yolo/data.yaml +epochs: 50 +time: null +patience: 30 +batch: 16 +imgsz: 512 +save: true +save_period: -1 +cache: false +device: null +workers: 8 +project: null +name: train +exist_ok: false +pretrained: true +optimizer: auto +verbose: false +seed: 0 +deterministic: true +single_cls: false +rect: false +cos_lr: true +close_mosaic: 10 +resume: false +amp: false +fraction: 1.0 +profile: false +freeze: 11 +multi_scale: false +overlap_mask: true +mask_ratio: 4 +dropout: 0.0 +val: true +split: val +save_json: false +save_hybrid: false +conf: null +iou: 0.7 +max_det: 300 +half: false +dnn: false +plots: true +source: null +vid_stride: 1 +stream_buffer: false +visualize: false +augment: false +agnostic_nms: false +classes: null +retina_masks: false +embed: null +show: false +save_frames: false +save_txt: false +save_conf: false +save_crop: false +show_labels: true +show_conf: true +show_boxes: true +line_width: null +format: torchscript +keras: false +optimize: false +int8: false +dynamic: false +simplify: true +opset: null +workspace: null +nms: false +lr0: 0.005 +lrf: 0.01 +momentum: 0.937 +weight_decay: 0.0005 +warmup_epochs: 3.0 +warmup_momentum: 0.8 +warmup_bias_lr: 0.0 +box: 7.5 +cls: 0.5 +dfl: 1.5 +pose: 12.0 +kobj: 1.0 +nbs: 64 +hsv_h: 0.015 +hsv_s: 0.7 +hsv_v: 0.4 +degrees: 0.0 +translate: 0.1 +scale: 0.5 +shear: 0.0 +perspective: 0.0 +flipud: 0.0 +fliplr: 0.5 +bgr: 0.0 +mosaic: 1.0 +mixup: 0.0 +copy_paste: 0.1 +copy_paste_mode: flip +auto_augment: randaugment +erasing: 0.4 +crop_fraction: 1.0 +cfg: null +tracker: botsort.yaml +save_dir: /kaggle/working/yolov12/runs/detect/train diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/confusion_matrix.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/confusion_matrix.png new file mode 100644 index 0000000000000000000000000000000000000000..8488fa2014c83b9641ac4fac89080e2132897a13 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/confusion_matrix.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/confusion_matrix_normalized.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/confusion_matrix_normalized.png new file mode 100644 index 0000000000000000000000000000000000000000..9a46e2f1b264c852fe169d43a9a818b476dca5c1 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/confusion_matrix_normalized.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/events.out.tfevents.1760720056.1c47c681d87e.19.5 b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/events.out.tfevents.1760720056.1c47c681d87e.19.5 new file mode 100644 index 0000000000000000000000000000000000000000..952c9faad465dab0947e4c1be673dddcb95741bd --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/events.out.tfevents.1760720056.1c47c681d87e.19.5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f39b78c69bf6b98c61fe8957979198dafc872155e28d20321b526ea94adf2381 +size 565780 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a9fab858c2fea04950488d16688425ef18d5869 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9651b37953e6e06b5fb349ac6ee0cc307c3422c2e07631d8512f1906f60be848 +size 134446 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/labels_correlogram.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/labels_correlogram.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d72b2b10b05a576f486cade90156cbd47d5e148 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/labels_correlogram.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d0442f8bcf6d23e7a3d5b4d33eb679ae0afad48039c055392e7bf3f8dae47e9 +size 225255 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/results.csv b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/results.csv new file mode 100644 index 0000000000000000000000000000000000000000..3adf74f3a613fe16d9e6b5ddf0f7289148e3f183 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/results.csv @@ -0,0 +1,51 @@ +epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2 +1,146.5,1.27812,0.72813,1.2196,0.8762,0.82826,0.89235,0.52861,1.48604,0.76016,1.385,0.000663283,0.000663283,0.000663283 +2,286.334,1.34121,0.80886,1.2531,0.89114,0.8173,0.88666,0.51319,1.50104,0.80448,1.38439,0.00132865,0.00132865,0.00132865 +3,425.734,1.37839,0.83501,1.27087,0.86599,0.81861,0.8928,0.52713,1.50526,0.81212,1.40317,0.00198882,0.00198882,0.00198882 +4,564.732,1.36949,0.81966,1.25941,0.90305,0.79415,0.89256,0.52563,1.49251,0.77805,1.37814,0.00198246,0.00198246,0.00198246 +5,703.616,1.35522,0.81206,1.25641,0.88381,0.82462,0.91109,0.53858,1.47361,0.77213,1.38247,0.0019689,0.0019689,0.0019689 +6,842.587,1.32307,0.80047,1.23764,0.87768,0.82582,0.89437,0.53313,1.451,0.779,1.37275,0.00195155,0.00195155,0.00195155 +7,981.294,1.32884,0.7941,1.24937,0.90547,0.84005,0.91775,0.53912,1.48927,0.74231,1.38406,0.00193048,0.00193048,0.00193048 +8,1120.47,1.32653,0.77109,1.24784,0.89501,0.84108,0.91066,0.53982,1.48271,0.73885,1.37705,0.00190578,0.00190578,0.00190578 +9,1259.02,1.29905,0.74383,1.22946,0.87585,0.83435,0.90697,0.52895,1.49089,0.74736,1.39953,0.00187754,0.00187754,0.00187754 +10,1397.61,1.31254,0.7478,1.2318,0.89535,0.82826,0.9095,0.54237,1.46381,0.73605,1.36632,0.00184588,0.00184588,0.00184588 +11,1536.69,1.31248,0.75273,1.23448,0.86203,0.87519,0.91094,0.54382,1.46294,0.7307,1.36165,0.00181093,0.00181093,0.00181093 +12,1675,1.293,0.72834,1.21883,0.90688,0.84221,0.91625,0.55107,1.46482,0.71835,1.36918,0.00177281,0.00177281,0.00177281 +13,1813.15,1.28996,0.729,1.22733,0.91631,0.8173,0.91971,0.55652,1.46469,0.70745,1.36049,0.00173168,0.00173168,0.00173168 +14,1951.52,1.25536,0.71549,1.20298,0.89695,0.85873,0.92239,0.55205,1.46507,0.71953,1.38352,0.0016877,0.0016877,0.0016877 +15,2090.26,1.28118,0.71279,1.22462,0.90469,0.838,0.91825,0.55709,1.45624,0.70415,1.36358,0.00164105,0.00164105,0.00164105 +16,2228.83,1.24846,0.70382,1.20166,0.89604,0.83987,0.91438,0.55443,1.45952,0.69633,1.36085,0.00159191,0.00159191,0.00159191 +17,2366.68,1.24065,0.68716,1.19308,0.92,0.85449,0.92572,0.55951,1.43963,0.68785,1.34445,0.00154047,0.00154047,0.00154047 +18,2504.7,1.24026,0.68926,1.1874,0.88484,0.87038,0.91713,0.55361,1.47341,0.69657,1.37848,0.00148694,0.00148694,0.00148694 +19,2643.43,1.22361,0.66812,1.18594,0.90562,0.86492,0.92395,0.55375,1.46026,0.67974,1.37619,0.00143152,0.00143152,0.00143152 +20,2782.18,1.22131,0.65987,1.18404,0.90246,0.86967,0.92614,0.56307,1.45286,0.67817,1.36486,0.00137444,0.00137444,0.00137444 +21,2920.88,1.21644,0.66975,1.18057,0.93169,0.83678,0.92396,0.56156,1.45765,0.6732,1.35626,0.00131593,0.00131593,0.00131593 +22,3059.71,1.21345,0.66156,1.18036,0.91866,0.85295,0.92962,0.56451,1.44785,0.70373,1.35834,0.0012562,0.0012562,0.0012562 +23,3198.4,1.22461,0.66422,1.18416,0.91865,0.84896,0.92844,0.56482,1.44391,0.66842,1.35734,0.00119551,0.00119551,0.00119551 +24,3336.94,1.20504,0.65145,1.1678,0.88714,0.87129,0.9184,0.5534,1.45765,0.6768,1.35912,0.00113408,0.00113408,0.00113408 +25,3475.91,1.22095,0.65355,1.18251,0.9292,0.85018,0.92165,0.5566,1.45777,0.67314,1.3536,0.00107216,0.00107216,0.00107216 +26,3614.78,1.1992,0.64064,1.16929,0.93496,0.84039,0.92541,0.55789,1.46385,0.67998,1.37177,0.00101,0.00101,0.00101 +27,3753.65,1.19906,0.64398,1.17253,0.91168,0.84531,0.92058,0.55443,1.45594,0.67894,1.37135,0.000947837,0.000947837,0.000947837 +28,3892.5,1.18666,0.62772,1.15962,0.91253,0.86409,0.92598,0.56265,1.45145,0.65897,1.36706,0.00088592,0.00088592,0.00088592 +29,4031.13,1.17263,0.62061,1.16001,0.91891,0.85577,0.92794,0.55747,1.46107,0.66872,1.36449,0.000824492,0.000824492,0.000824492 +30,4170.36,1.16733,0.61421,1.15321,0.9062,0.85903,0.92909,0.56111,1.46615,0.66515,1.36886,0.000763797,0.000763797,0.000763797 +31,4309.48,1.17202,0.61748,1.15223,0.91993,0.85361,0.92726,0.56391,1.46588,0.66093,1.37059,0.000704073,0.000704073,0.000704073 +32,4448.34,1.16542,0.60321,1.14264,0.90518,0.87333,0.92404,0.56228,1.46328,0.64665,1.37924,0.000645557,0.000645557,0.000645557 +33,4587.33,1.14957,0.59514,1.13634,0.92784,0.86136,0.92874,0.5638,1.46273,0.64484,1.37708,0.000588479,0.000588479,0.000588479 +34,4725.9,1.16624,0.61219,1.15108,0.92414,0.86062,0.93225,0.56455,1.45756,0.64322,1.36957,0.000533064,0.000533064,0.000533064 +35,4864.74,1.14121,0.60453,1.14307,0.90301,0.87325,0.92549,0.56474,1.45622,0.64402,1.36296,0.000479531,0.000479531,0.000479531 +36,5003.77,1.13236,0.59726,1.14172,0.9193,0.85262,0.92714,0.563,1.45434,0.65064,1.36989,0.000428093,0.000428093,0.000428093 +37,5142.62,1.13502,0.58902,1.13784,0.92563,0.84894,0.9271,0.56263,1.46872,0.64354,1.38244,0.00037895,0.00037895,0.00037895 +38,5281.55,1.12244,0.58074,1.12478,0.92507,0.85749,0.93002,0.56875,1.45242,0.6355,1.3768,0.000332298,0.000332298,0.000332298 +39,5420.88,1.126,0.58595,1.1335,0.91066,0.86909,0.92672,0.56144,1.45391,0.63925,1.36643,0.000288321,0.000288321,0.000288321 +40,5559.3,1.12601,0.58995,1.12953,0.92327,0.87211,0.93187,0.56609,1.46212,0.63697,1.37842,0.000247192,0.000247192,0.000247192 +41,5697.75,1.08432,0.49294,1.12713,0.92557,0.85262,0.92514,0.56501,1.46486,0.62847,1.37269,0.000209073,0.000209073,0.000209073 +42,5836.32,1.06617,0.47936,1.12382,0.91971,0.85993,0.92789,0.56763,1.45859,0.62873,1.3712,0.000174115,0.000174115,0.000174115 +43,5974.87,1.05632,0.47416,1.11921,0.93289,0.85993,0.92933,0.56642,1.46596,0.62154,1.37648,0.000142456,0.000142456,0.000142456 +44,6113.58,1.06138,0.4691,1.11856,0.91467,0.8648,0.9283,0.56452,1.46596,0.62409,1.38052,0.000114221,0.000114221,0.000114221 +45,6252.11,1.04503,0.47471,1.1118,0.92126,0.85505,0.92361,0.56478,1.46484,0.62338,1.37959,8.95213e-05,8.95213e-05,8.95213e-05 +46,6390.67,1.05228,0.46956,1.11143,0.93288,0.8514,0.92827,0.56433,1.46764,0.62226,1.38493,6.8454e-05,6.8454e-05,6.8454e-05 +47,6529.13,1.0547,0.47319,1.11744,0.92138,0.85642,0.92583,0.56415,1.46784,0.6199,1.38571,5.11027e-05,5.11027e-05,5.11027e-05 +48,6667.3,1.04107,0.4658,1.11114,0.92926,0.85749,0.9284,0.56603,1.4677,0.62139,1.38482,3.75356e-05,3.75356e-05,3.75356e-05 +49,6805.23,1.04071,0.46737,1.10322,0.92851,0.85425,0.92917,0.56463,1.46823,0.62133,1.386,2.78064e-05,2.78064e-05,2.78064e-05 +50,6942.87,1.04755,0.47045,1.11096,0.93047,0.85018,0.92665,0.56449,1.46875,0.62095,1.38793,2.19535e-05,2.19535e-05,2.19535e-05 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/results.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/results.png new file mode 100644 index 0000000000000000000000000000000000000000..2264f12e6ad7d66b68041faf48ceb1bd46df9860 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/results.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f94904db6c315b516018ece8a75deb2a916f380bf6ce3d3061820ccfebc0f548 +size 351728 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch0.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8234a418ddfccab93828dcae0a70a05242aaa1fd --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch0.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fa72c020175b6d22908425d5ff839c91a399c3588c60a820072cb8699f39584 +size 455411 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch1.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26043b1d7aefb58dda717aba7ce0fca928655ea1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch1.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ee788097cb2d584ba2f50991c73ec26b8e36da8373ac698c123ab893343aa27 +size 395433 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch2.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch2.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e387fb6f1be21574c0ff8a038bdc8ffcbe8745ba --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch2.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71f75c0b0d4b4678a84d1eae4aac735c7d5324975ea40b40639a595a2e0057e2 +size 464546 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch7880.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch7880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdd30da902b4e8ad95dd88a5b56b8c5a0b7afc74 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch7880.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3491fe28ca0c65afdecef1e4dae3668aac80ecef7827624f75babab9e071433c +size 376523 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch7881.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch7881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85f90a95d3dbbcee2a7614a5056d366bedecf5f1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch7881.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b050bc3fe7c539003c8e76d3dc31bbf9053e8b230d7b290a6dd1883c837aed9b +size 367940 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch7882.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch7882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8864d2af243c46010a1a1ed77bab61901cc21f5a --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/train_batch7882.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:546960346ebc373cddc6c1c3f5a2d818cb7d39f6b51a3781409134dfa625e89f +size 398532 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch0_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch0_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..add03bc0a5866b1dbb01b8c6c518a1e5103bd301 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch0_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9870fe57f8ecd07422c38e9f25d9a98d7d6c9dee9becd10fb47a9dd5f420c697 +size 508624 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch0_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch0_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bd0b547ed28308cf5da2390032c45b4f367331c --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch0_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ceab20b8acdfdf187ce370df3fdf655422f07ca097eafc33da15c8199452eb2c +size 515725 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch1_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch1_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a744f0fd4f30c2277abe3da96d5bd1bb7c12d99e --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch1_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9894e032c593731e1af28d570f153ce3aff4daf235d720392cde8c8f93e942ee +size 492088 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch1_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch1_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f522ef743077274bde418b1b0d6a5da1a36d1192 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch1_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4bb3180cb788cfaf19cd60e7a706d0e45dd34dbdae62fbffdbe0924391de5193 +size 510097 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch2_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch2_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..685559e685a0480221d03ae962be0b5149bff80d --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch2_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ddecd4f41f68f89c7135a17efff36d1c7d1570a8c33248af15ddbf941329893 +size 520368 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch2_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch2_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afb8f7ca24c72707102da4455aae5ff430ff3dc5 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/val_batch2_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4dc7e2e55ae1c7481e5d33d0a474128fd57109e1f9500d05a6f1150f6dc03f9 +size 530896 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/weights/best.pt b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/weights/best.pt new file mode 100644 index 0000000000000000000000000000000000000000..4c2bb27c1b775531df7694f9de4cb1bba25e2126 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/weights/best.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:95ef3c8155df94b1432ea72f4dd28324be6dadcfab332e938f379c53b7478618 +size 39705847 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/weights/last.pt b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/weights/last.pt new file mode 100644 index 0000000000000000000000000000000000000000..64514bd90f54959c4ddc24627a40e39c5c888b2c --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_6_freeze_11/weights/last.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:53699e7bdaa63b980243ac7001f2448e28fd02a5b7126ca62171232dbb4c0d50 +size 39705847 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/F1_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/F1_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..2832b407215d2d334c679f19d3d6d249cb7c002a Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/F1_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/PR_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/PR_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..91e23249f09ce495684b89c7ee68d9b54734a0a5 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/PR_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/P_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/P_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..a6791853002f7f67f88b8d1a929aca23c0dc9e4d Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/P_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/R_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/R_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..2edbefb3f1ead74335760c23651c9ae74401e6ca Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/R_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/args.yaml b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/args.yaml new file mode 100644 index 0000000000000000000000000000000000000000..0c6a83b7fb3b46e71308f3a63f7198a7db1b06ed --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/args.yaml @@ -0,0 +1,106 @@ +task: detect +mode: train +model: yolov12m.pt +data: /kaggle/input/brisc-yolo/data.yaml +epochs: 50 +time: null +patience: 30 +batch: 16 +imgsz: 512 +save: true +save_period: -1 +cache: false +device: null +workers: 8 +project: null +name: train +exist_ok: false +pretrained: true +optimizer: auto +verbose: false +seed: 0 +deterministic: true +single_cls: false +rect: false +cos_lr: true +close_mosaic: 10 +resume: false +amp: false +fraction: 1.0 +profile: false +freeze: 9 +multi_scale: false +overlap_mask: true +mask_ratio: 4 +dropout: 0.0 +val: true +split: val +save_json: false +save_hybrid: false +conf: null +iou: 0.7 +max_det: 300 +half: false +dnn: false +plots: true +source: null +vid_stride: 1 +stream_buffer: false +visualize: false +augment: false +agnostic_nms: false +classes: null +retina_masks: false +embed: null +show: false +save_frames: false +save_txt: false +save_conf: false +save_crop: false +show_labels: true +show_conf: true +show_boxes: true +line_width: null +format: torchscript +keras: false +optimize: false +int8: false +dynamic: false +simplify: true +opset: null +workspace: null +nms: false +lr0: 0.005 +lrf: 0.01 +momentum: 0.937 +weight_decay: 0.0005 +warmup_epochs: 3.0 +warmup_momentum: 0.8 +warmup_bias_lr: 0.0 +box: 7.5 +cls: 0.5 +dfl: 1.5 +pose: 12.0 +kobj: 1.0 +nbs: 64 +hsv_h: 0.015 +hsv_s: 0.7 +hsv_v: 0.4 +degrees: 0.0 +translate: 0.1 +scale: 0.5 +shear: 0.0 +perspective: 0.0 +flipud: 0.0 +fliplr: 0.5 +bgr: 0.0 +mosaic: 1.0 +mixup: 0.0 +copy_paste: 0.1 +copy_paste_mode: flip +auto_augment: randaugment +erasing: 0.4 +crop_fraction: 1.0 +cfg: null +tracker: botsort.yaml +save_dir: /kaggle/working/yolov12/runs/detect/train diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/confusion_matrix.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/confusion_matrix.png new file mode 100644 index 0000000000000000000000000000000000000000..138327e9d787aed14a895b26641423c0e66f04c8 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/confusion_matrix.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/confusion_matrix_normalized.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/confusion_matrix_normalized.png new file mode 100644 index 0000000000000000000000000000000000000000..8023fa78aeeae85e58ea01037cba7cb6316ac904 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/confusion_matrix_normalized.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/events.out.tfevents.1760727044.1c47c681d87e.19.6 b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/events.out.tfevents.1760727044.1c47c681d87e.19.6 new file mode 100644 index 0000000000000000000000000000000000000000..ef9b4418bf7d998bb86a0f212c7fdf57f45bf6b7 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/events.out.tfevents.1760727044.1c47c681d87e.19.6 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f802e6ed09d587c1d1cd0977537dc95937c6dfa9e2ba5e200206408f82732d66 +size 565780 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a9fab858c2fea04950488d16688425ef18d5869 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9651b37953e6e06b5fb349ac6ee0cc307c3422c2e07631d8512f1906f60be848 +size 134446 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/labels_correlogram.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/labels_correlogram.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d72b2b10b05a576f486cade90156cbd47d5e148 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/labels_correlogram.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d0442f8bcf6d23e7a3d5b4d33eb679ae0afad48039c055392e7bf3f8dae47e9 +size 225255 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/results.csv b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/results.csv new file mode 100644 index 0000000000000000000000000000000000000000..b8657113337c9c9041dc4889fb19ebcbaf2a5a0a --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/results.csv @@ -0,0 +1,51 @@ +epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2 +1,146.133,1.11242,0.57765,1.12868,0.91243,0.86303,0.92474,0.55566,1.47221,0.65847,1.39702,0.000663283,0.000663283,0.000663283 +2,284.786,1.12878,0.59691,1.13117,0.9151,0.86646,0.92408,0.5507,1.49613,0.66333,1.39948,0.00132865,0.00132865,0.00132865 +3,423.24,1.1563,0.62424,1.14687,0.92193,0.83422,0.92002,0.55392,1.47151,0.68181,1.38845,0.00198882,0.00198882,0.00198882 +4,561.216,1.16858,0.63206,1.1516,0.91483,0.83729,0.91781,0.54768,1.47016,0.68026,1.3938,0.00198246,0.00198246,0.00198246 +5,699.154,1.16321,0.62884,1.14918,0.90307,0.86243,0.91854,0.53791,1.51061,0.6848,1.41347,0.0019689,0.0019689,0.0019689 +6,837.814,1.14577,0.62848,1.13894,0.91324,0.85262,0.92395,0.56193,1.46526,0.65976,1.38967,0.00195155,0.00195155,0.00195155 +7,976.099,1.15077,0.63574,1.1447,0.88843,0.86323,0.90555,0.54422,1.49122,0.66684,1.4143,0.00193048,0.00193048,0.00193048 +8,1114.02,1.15447,0.62697,1.14975,0.91725,0.8371,0.91596,0.54143,1.51879,0.69794,1.42569,0.00190578,0.00190578,0.00190578 +9,1252.27,1.14229,0.62277,1.13911,0.90556,0.85749,0.92209,0.55164,1.48529,0.67059,1.3968,0.00187754,0.00187754,0.00187754 +10,1390.58,1.14714,0.6174,1.14085,0.9006,0.84775,0.90868,0.54297,1.48839,0.69264,1.39931,0.00184588,0.00184588,0.00184588 +11,1529.18,1.14746,0.62169,1.14716,0.90653,0.8514,0.90876,0.54667,1.48859,0.69351,1.42112,0.00181093,0.00181093,0.00181093 +12,1667.87,1.13754,0.61364,1.13129,0.90167,0.84531,0.90903,0.5521,1.50109,0.67763,1.42006,0.00177281,0.00177281,0.00177281 +13,1806.65,1.14264,0.61518,1.14467,0.89269,0.86128,0.91584,0.55541,1.48603,0.67835,1.40857,0.00173168,0.00173168,0.00173168 +14,1945.54,1.11379,0.60828,1.12713,0.89578,0.84801,0.90003,0.52465,1.51298,0.69743,1.45138,0.0016877,0.0016877,0.0016877 +15,2084.22,1.13198,0.60567,1.13775,0.90524,0.86104,0.91688,0.55129,1.49668,0.68135,1.41329,0.00164105,0.00164105,0.00164105 +16,2222.6,1.10464,0.60201,1.11982,0.89671,0.86705,0.91286,0.5454,1.51046,0.67634,1.42328,0.00159191,0.00159191,0.00159191 +17,2360.66,1.10681,0.58977,1.12319,0.92717,0.85286,0.9228,0.55445,1.49137,0.66343,1.40314,0.00154047,0.00154047,0.00154047 +18,2498.93,1.10633,0.59627,1.11801,0.90575,0.85448,0.91775,0.55073,1.51288,0.68661,1.42476,0.00148694,0.00148694,0.00148694 +19,2637.78,1.09415,0.5704,1.11308,0.90305,0.86223,0.92052,0.54539,1.49601,0.66883,1.41484,0.00143152,0.00143152,0.00143152 +20,2776.56,1.08947,0.56881,1.11125,0.91638,0.8676,0.92378,0.55575,1.49509,0.66032,1.42109,0.00137444,0.00137444,0.00137444 +21,2915.18,1.07726,0.57764,1.10573,0.91555,0.85827,0.92531,0.55508,1.52797,0.648,1.43279,0.00131593,0.00131593,0.00131593 +22,3054.06,1.08273,0.5766,1.10707,0.91775,0.85871,0.92614,0.55359,1.50531,0.66492,1.42641,0.0012562,0.0012562,0.0012562 +23,3192.55,1.09697,0.57848,1.11575,0.92011,0.86975,0.92688,0.56323,1.48729,0.65095,1.41272,0.00119551,0.00119551,0.00119551 +24,3331.29,1.0838,0.57208,1.10415,0.92461,0.85145,0.9182,0.54936,1.50285,0.66366,1.41944,0.00113408,0.00113408,0.00113408 +25,3470.14,1.08368,0.57026,1.11286,0.92601,0.83838,0.91461,0.54981,1.52093,0.67274,1.43268,0.00107216,0.00107216,0.00107216 +26,3609.04,1.07028,0.56098,1.10243,0.92759,0.84287,0.91842,0.54931,1.51479,0.66362,1.4361,0.00101,0.00101,0.00101 +27,3746.97,1.07967,0.5687,1.10864,0.87202,0.87974,0.91605,0.54917,1.50586,0.64908,1.42626,0.000947837,0.000947837,0.000947837 +28,3885.75,1.06729,0.55374,1.09472,0.91841,0.85001,0.91589,0.55245,1.51107,0.65145,1.44196,0.00088592,0.00088592,0.00088592 +29,4024.09,1.05451,0.55222,1.09903,0.91387,0.8648,0.92236,0.55229,1.52014,0.64872,1.44311,0.000824492,0.000824492,0.000824492 +30,4163.13,1.04911,0.54361,1.09584,0.91295,0.86845,0.92372,0.55387,1.51848,0.65043,1.45341,0.000763797,0.000763797,0.000763797 +31,4301.76,1.05458,0.5539,1.09873,0.92949,0.8648,0.92629,0.55162,1.5206,0.64292,1.45492,0.000704073,0.000704073,0.000704073 +32,4440.67,1.04979,0.54206,1.08879,0.91374,0.85158,0.91464,0.54803,1.51853,0.63914,1.46382,0.000645557,0.000645557,0.000645557 +33,4579.49,1.04901,0.53963,1.0887,0.90874,0.85262,0.91771,0.55557,1.51532,0.63804,1.44968,0.000588479,0.000588479,0.000588479 +34,4718.35,1.06146,0.55258,1.09782,0.92264,0.85993,0.92867,0.55773,1.51011,0.63831,1.44662,0.000533064,0.000533064,0.000533064 +35,4857.13,1.03614,0.54253,1.09157,0.9212,0.85429,0.91805,0.56061,1.51257,0.62762,1.4436,0.000479531,0.000479531,0.000479531 +36,4995.51,1.03687,0.54108,1.09201,0.90511,0.8597,0.91532,0.55452,1.50214,0.64143,1.42964,0.000428093,0.000428093,0.000428093 +37,5134.31,1.03855,0.53608,1.08891,0.91633,0.85505,0.92066,0.55469,1.5144,0.63847,1.44455,0.00037895,0.00037895,0.00037895 +38,5272.27,1.03271,0.53526,1.08049,0.90954,0.86358,0.9215,0.55886,1.50542,0.62964,1.44209,0.000332298,0.000332298,0.000332298 +39,5411.1,1.05165,0.54626,1.09402,0.90924,0.8664,0.92407,0.55659,1.50057,0.63148,1.42969,0.000288321,0.000288321,0.000288321 +40,5549.42,1.05151,0.54843,1.09187,0.92475,0.85319,0.92284,0.55686,1.50662,0.62836,1.43925,0.000247192,0.000247192,0.000247192 +41,5687.73,1.00306,0.44975,1.08388,0.92478,0.85354,0.91787,0.55597,1.50038,0.62738,1.42142,0.000209073,0.000209073,0.000209073 +42,5825.64,0.98818,0.44256,1.08007,0.91765,0.85749,0.92004,0.55709,1.49929,0.63264,1.4212,0.000174115,0.000174115,0.000174115 +43,5963.41,0.97886,0.4358,1.07722,0.90981,0.86008,0.9174,0.55623,1.49992,0.62567,1.42451,0.000142456,0.000142456,0.000142456 +44,6101.9,0.98567,0.43639,1.07724,0.91649,0.85871,0.92034,0.55775,1.50028,0.62665,1.43051,0.000114221,0.000114221,0.000114221 +45,6240.32,0.96716,0.43588,1.06926,0.919,0.85262,0.91894,0.55824,1.50057,0.62861,1.42741,8.95213e-05,8.95213e-05,8.95213e-05 +46,6378.75,0.96998,0.43626,1.0688,0.91947,0.84653,0.91687,0.55486,1.50383,0.62741,1.43373,6.8454e-05,6.8454e-05,6.8454e-05 +47,6517.31,0.97265,0.43644,1.0735,0.9123,0.86158,0.91539,0.55544,1.50621,0.62865,1.43643,5.11027e-05,5.11027e-05,5.11027e-05 +48,6655.79,0.9615,0.43147,1.0672,0.91363,0.86328,0.91769,0.55644,1.50326,0.62709,1.43499,3.75356e-05,3.75356e-05,3.75356e-05 +49,6794.11,0.9629,0.42964,1.0617,0.91536,0.86602,0.92031,0.55549,1.50343,0.62649,1.43486,2.78064e-05,2.78064e-05,2.78064e-05 +50,6932.6,0.9646,0.43147,1.06984,0.91316,0.86114,0.91857,0.55702,1.50469,0.62595,1.43798,2.19535e-05,2.19535e-05,2.19535e-05 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/results.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/results.png new file mode 100644 index 0000000000000000000000000000000000000000..c7a9e40178aa0d02dbf598b3d1974bcce1b6d491 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/results.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7bc2f596df86e9ca527ad62af96f54bdd86671d99da0bf54558d01c39142fee +size 395558 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch0.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8234a418ddfccab93828dcae0a70a05242aaa1fd --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch0.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fa72c020175b6d22908425d5ff839c91a399c3588c60a820072cb8699f39584 +size 455411 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch1.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26043b1d7aefb58dda717aba7ce0fca928655ea1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch1.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ee788097cb2d584ba2f50991c73ec26b8e36da8373ac698c123ab893343aa27 +size 395433 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch2.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch2.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e387fb6f1be21574c0ff8a038bdc8ffcbe8745ba --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch2.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71f75c0b0d4b4678a84d1eae4aac735c7d5324975ea40b40639a595a2e0057e2 +size 464546 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch7880.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch7880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdd30da902b4e8ad95dd88a5b56b8c5a0b7afc74 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch7880.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3491fe28ca0c65afdecef1e4dae3668aac80ecef7827624f75babab9e071433c +size 376523 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch7881.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch7881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85f90a95d3dbbcee2a7614a5056d366bedecf5f1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch7881.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b050bc3fe7c539003c8e76d3dc31bbf9053e8b230d7b290a6dd1883c837aed9b +size 367940 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch7882.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch7882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8864d2af243c46010a1a1ed77bab61901cc21f5a --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/train_batch7882.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:546960346ebc373cddc6c1c3f5a2d818cb7d39f6b51a3781409134dfa625e89f +size 398532 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch0_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch0_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..add03bc0a5866b1dbb01b8c6c518a1e5103bd301 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch0_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9870fe57f8ecd07422c38e9f25d9a98d7d6c9dee9becd10fb47a9dd5f420c697 +size 508624 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch0_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch0_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37d93429e42fe21223a202d9e4a1a2d2ce217830 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch0_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be0b6936d078d574f0fefdf173986726ad1ebb4f1da5f09b5c657cc22e77883f +size 516073 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch1_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch1_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a744f0fd4f30c2277abe3da96d5bd1bb7c12d99e --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch1_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9894e032c593731e1af28d570f153ce3aff4daf235d720392cde8c8f93e942ee +size 492088 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch1_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch1_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7255e6ac3ef31572cf68d9909046a070a7d64ef --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch1_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f05c2f2f0a16c6a2891f6e8cb6159bce30c4a8aac63d7c3fbb98cd0e259995f +size 504633 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch2_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch2_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..685559e685a0480221d03ae962be0b5149bff80d --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch2_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ddecd4f41f68f89c7135a17efff36d1c7d1570a8c33248af15ddbf941329893 +size 520368 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch2_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch2_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f85405ffc41be76052efc73ee7e4db326c0c854 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/val_batch2_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fc6ca3b61f6664bb937877700c990f7a45a0ebd7a0827572ef2f4156eff796b +size 529833 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/weights/best.pt b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/weights/best.pt new file mode 100644 index 0000000000000000000000000000000000000000..98d9b260a02e008f62ae3fb64be905ac23cc81d1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/weights/best.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e9a7cd3a46be0f7838bfd8fde222219c6b084717d2fa5bb8c2174bfd758844cb +size 39705847 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/weights/last.pt b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/weights/last.pt new file mode 100644 index 0000000000000000000000000000000000000000..d86312d0ba30c45c7d3da651f6e6f7a1c28f1047 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_7_freeze_9/weights/last.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f31153ba90835debb12efe8651483d41bc5f213734eaf83b5493bef1eae8e94 +size 39705847 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/F1_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/F1_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..0229ebd1f60af92a071eba393181c14f96abd517 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/F1_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/PR_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/PR_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..0b31e5e70691988042ba0d34fab9508196335ecf Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/PR_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/P_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/P_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..70390fac2341ac2ec8a3b017ca08b0bb61f85e0a Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/P_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/R_curve.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/R_curve.png new file mode 100644 index 0000000000000000000000000000000000000000..d1ed9b47ec6be3416db726592021ce83c13889ae Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/R_curve.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/args.yaml b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/args.yaml new file mode 100644 index 0000000000000000000000000000000000000000..5ea0ed568a124f20722e93d15d3312d477c73bd3 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/args.yaml @@ -0,0 +1,106 @@ +task: detect +mode: train +model: yolov12m.pt +data: /kaggle/input/brisc-yolo/data.yaml +epochs: 1000 +time: null +patience: 30 +batch: 16 +imgsz: 512 +save: true +save_period: -1 +cache: false +device: null +workers: 8 +project: null +name: train +exist_ok: false +pretrained: true +optimizer: auto +verbose: false +seed: 0 +deterministic: true +single_cls: false +rect: false +cos_lr: true +close_mosaic: 10 +resume: false +amp: false +fraction: 1.0 +profile: false +freeze: 7 +multi_scale: false +overlap_mask: true +mask_ratio: 4 +dropout: 0.0 +val: true +split: val +save_json: false +save_hybrid: false +conf: null +iou: 0.7 +max_det: 300 +half: false +dnn: false +plots: true +source: null +vid_stride: 1 +stream_buffer: false +visualize: false +augment: false +agnostic_nms: false +classes: null +retina_masks: false +embed: null +show: false +save_frames: false +save_txt: false +save_conf: false +save_crop: false +show_labels: true +show_conf: true +show_boxes: true +line_width: null +format: torchscript +keras: false +optimize: false +int8: false +dynamic: false +simplify: true +opset: null +workspace: null +nms: false +lr0: 0.001 +lrf: 0.01 +momentum: 0.937 +weight_decay: 0.0005 +warmup_epochs: 3.0 +warmup_momentum: 0.8 +warmup_bias_lr: 0.0 +box: 7.5 +cls: 0.5 +dfl: 1.5 +pose: 12.0 +kobj: 1.0 +nbs: 64 +hsv_h: 0.015 +hsv_s: 0.7 +hsv_v: 0.4 +degrees: 0.0 +translate: 0.1 +scale: 0.5 +shear: 0.0 +perspective: 0.0 +flipud: 0.0 +fliplr: 0.5 +bgr: 0.0 +mosaic: 1.0 +mixup: 0.0 +copy_paste: 0.1 +copy_paste_mode: flip +auto_augment: randaugment +erasing: 0.4 +crop_fraction: 1.0 +cfg: null +tracker: botsort.yaml +save_dir: /kaggle/working/yolov12/runs/detect/train diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/confusion_matrix.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/confusion_matrix.png new file mode 100644 index 0000000000000000000000000000000000000000..4fc2e4a914595cc8bd665ed7f465ca080efa6620 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/confusion_matrix.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/confusion_matrix_normalized.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/confusion_matrix_normalized.png new file mode 100644 index 0000000000000000000000000000000000000000..8023fa78aeeae85e58ea01037cba7cb6316ac904 Binary files /dev/null and b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/confusion_matrix_normalized.png differ diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/events.out.tfevents.1760734022.1c47c681d87e.19.7 b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/events.out.tfevents.1760734022.1c47c681d87e.19.7 new file mode 100644 index 0000000000000000000000000000000000000000..605121792590398a243aa5814600d0ef73e5a2ee --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/events.out.tfevents.1760734022.1c47c681d87e.19.7 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6663e51cc3d63702a828baef7426e87fa7bcb46983eb2d9a48437b8ccea13572 +size 537314 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a9fab858c2fea04950488d16688425ef18d5869 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9651b37953e6e06b5fb349ac6ee0cc307c3422c2e07631d8512f1906f60be848 +size 134446 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/labels_correlogram.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/labels_correlogram.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d72b2b10b05a576f486cade90156cbd47d5e148 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/labels_correlogram.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d0442f8bcf6d23e7a3d5b4d33eb679ae0afad48039c055392e7bf3f8dae47e9 +size 225255 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/results.csv b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/results.csv new file mode 100644 index 0000000000000000000000000000000000000000..23ab923b5bdb6a7dfedf972f95851cf769b02d8d --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/results.csv @@ -0,0 +1,9 @@ +epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2 +1,160.138,1.09488,0.57098,1.11587,0.92086,0.85384,0.91671,0.55268,1.47968,0.6659,1.40014,0.00331641,0.00331641,0.00331641 +2,313.248,1.07074,0.57382,1.10027,0.93075,0.85993,0.92888,0.55945,1.48917,0.67111,1.4073,0.00664973,0.00664973,0.00664973 +3,465.712,1.06307,0.60158,1.09399,0.92003,0.85476,0.92383,0.56113,1.48082,0.72044,1.39049,0.00998298,0.00998298,0.00998298 +4,617.212,1.06785,0.61409,1.09136,0.90209,0.85289,0.91525,0.54708,1.48963,0.69683,1.39495,0.00999978,0.00999978,0.00999978 +5,768.893,1.07558,0.60175,1.09516,0.91482,0.85993,0.9188,0.54091,1.5007,0.66777,1.40205,0.00999961,0.00999961,0.00999961 +6,920.704,1.05953,0.59292,1.08715,0.89498,0.87211,0.91965,0.52768,1.49362,0.70194,1.41467,0.00999939,0.00999939,0.00999939 +7,1072.34,1.06615,0.59682,1.09395,0.91357,0.87089,0.91382,0.5306,1.5029,0.66861,1.41482,0.00999912,0.00999912,0.00999912 +8,1223.9,1.06302,0.58508,1.09665,0.91655,0.85616,0.91884,0.5363,1.50677,0.66802,1.429,0.0099988,0.0099988,0.0099988 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/results.png b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/results.png new file mode 100644 index 0000000000000000000000000000000000000000..74c85682bc773a8d340831f399ba7bc7ff8af754 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/results.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc040ff3e0d99060df354828d64e0b6f443a1fe40649cbce539a455d520f8246 +size 330070 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/train_batch0.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/train_batch0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8234a418ddfccab93828dcae0a70a05242aaa1fd --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/train_batch0.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fa72c020175b6d22908425d5ff839c91a399c3588c60a820072cb8699f39584 +size 455411 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/train_batch1.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/train_batch1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26043b1d7aefb58dda717aba7ce0fca928655ea1 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/train_batch1.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ee788097cb2d584ba2f50991c73ec26b8e36da8373ac698c123ab893343aa27 +size 395433 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/train_batch2.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/train_batch2.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e387fb6f1be21574c0ff8a038bdc8ffcbe8745ba --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/train_batch2.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71f75c0b0d4b4678a84d1eae4aac735c7d5324975ea40b40639a595a2e0057e2 +size 464546 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch0_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch0_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..add03bc0a5866b1dbb01b8c6c518a1e5103bd301 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch0_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9870fe57f8ecd07422c38e9f25d9a98d7d6c9dee9becd10fb47a9dd5f420c697 +size 508624 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch0_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch0_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06a005f37e54b050f24065e4b6032d61c2da6265 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch0_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0942273eedb1a36233663987143e21fbd88d322b6f3a936d4d4b5afee477b14 +size 514915 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch1_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch1_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a744f0fd4f30c2277abe3da96d5bd1bb7c12d99e --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch1_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9894e032c593731e1af28d570f153ce3aff4daf235d720392cde8c8f93e942ee +size 492088 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch1_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch1_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b863fd9ad02057cd2cc12210b9d458ee898f0988 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch1_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98bce17b86a143cb6ebffc80a525ee0a3e206d9041954bee901f94efdb1c7178 +size 506355 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch2_labels.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch2_labels.jpg new file mode 100644 index 0000000000000000000000000000000000000000..685559e685a0480221d03ae962be0b5149bff80d --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch2_labels.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ddecd4f41f68f89c7135a17efff36d1c7d1570a8c33248af15ddbf941329893 +size 520368 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch2_pred.jpg b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch2_pred.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d647134d29a7dbe62170d1be5e71596ea40e0acb --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/val_batch2_pred.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64ce283327f9663fb8f904025bc2c2f6581e4ac03c080eaaecbed0dea2e016be +size 530109 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/weights/best.pt b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/weights/best.pt new file mode 100644 index 0000000000000000000000000000000000000000..3dfc9dfd8d50d9a5edac2105debf1f48f85ecd3c --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/weights/best.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3796bbb2254447a9a60d65541739736f6f4666bb37e1593d4f1cc74718e624fe +size 39700471 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/weights/last.pt b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/weights/last.pt new file mode 100644 index 0000000000000000000000000000000000000000..62a0bed05f1a8c58ffa08934477b7760eef9b1f9 --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/stage_8_freeze_7/weights/last.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dbab725de820100e539904490ba2773cfdd6be1cc5430b354d4e6159a2ea9398 +size 39700471 diff --git a/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/training_state.json b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/training_state.json new file mode 100644 index 0000000000000000000000000000000000000000..28ecda5a47f802c7acd4c649a2bd0411e8334abc --- /dev/null +++ b/_summary/yolov12m_freeze21-19-17-15-13-11-9-7_stages8/training_state.json @@ -0,0 +1 @@ +{"last_completed_stage": 7, "total_epochs_run": 328} \ No newline at end of file