f_ Upload yolov12s_sevda_gradual: 170 epochs (head & neck trained)
Browse files- .gitattributes +15 -0
- yolov12s_freeze0_stages1/hparams_progressive_timed.json +25 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/F1_curve.png +0 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/PR_curve.png +0 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/P_curve.png +0 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/R_curve.png +0 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/args.yaml +106 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/confusion_matrix.png +0 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/confusion_matrix_normalized.png +0 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/events.out.tfevents.1760778318.1e2fdd34d25b.19.0 +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/labels.jpg +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/labels_correlogram.jpg +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/results.csv +171 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/results.png +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/train_batch0.jpg +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/train_batch1.jpg +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/train_batch2.jpg +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/train_batch31520.jpg +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/train_batch31521.jpg +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/train_batch31522.jpg +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/val_batch0_labels.jpg +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/val_batch0_pred.jpg +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/val_batch1_labels.jpg +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/val_batch1_pred.jpg +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/val_batch2_labels.jpg +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/val_batch2_pred.jpg +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/weights/best.pt +3 -0
- yolov12s_freeze0_stages1/stage_1_freeze_0/weights/last.pt +3 -0
- yolov12s_freeze0_stages1/training_state.json +1 -0
.gitattributes
CHANGED
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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yolov12s_freeze0_stages1/stage_1_freeze_0/labels.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12s_freeze0_stages1/stage_1_freeze_0/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12s_freeze0_stages1/stage_1_freeze_0/results.png filter=lfs diff=lfs merge=lfs -text
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yolov12s_freeze0_stages1/stage_1_freeze_0/train_batch0.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12s_freeze0_stages1/stage_1_freeze_0/train_batch1.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12s_freeze0_stages1/stage_1_freeze_0/train_batch2.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12s_freeze0_stages1/stage_1_freeze_0/train_batch31520.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12s_freeze0_stages1/stage_1_freeze_0/train_batch31521.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12s_freeze0_stages1/stage_1_freeze_0/train_batch31522.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12s_freeze0_stages1/stage_1_freeze_0/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12s_freeze0_stages1/stage_1_freeze_0/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12s_freeze0_stages1/stage_1_freeze_0/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12s_freeze0_stages1/stage_1_freeze_0/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12s_freeze0_stages1/stage_1_freeze_0/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12s_freeze0_stages1/stage_1_freeze_0/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text
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yolov12s_freeze0_stages1/hparams_progressive_timed.json
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{
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"model": "yolov12s.pt",
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"base_args": {
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"data": "/kaggle/input/brisc-yolo3/data.yaml",
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"imgsz": 512,
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"batch": 16,
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"patience": 85,
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"cos_lr": true,
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"lrf": 0.01,
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"optimizer": "auto",
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"verbose": false,
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"amp": false
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},
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"stages": [
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{
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"stage_name": "Single Stage: Fine-tune All Layers for 170 Epochs",
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"epochs": 170,
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"freeze": 0,
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"lr0": 0.01
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}
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],
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"account": "setayeshhkk"
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}
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yolov12s_freeze0_stages1/stage_1_freeze_0/F1_curve.png
ADDED
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yolov12s_freeze0_stages1/stage_1_freeze_0/PR_curve.png
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yolov12s_freeze0_stages1/stage_1_freeze_0/P_curve.png
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yolov12s_freeze0_stages1/stage_1_freeze_0/R_curve.png
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yolov12s_freeze0_stages1/stage_1_freeze_0/args.yaml
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task: detect
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mode: train
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model: yolov12s.pt
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data: /kaggle/input/brisc-yolo3/data.yaml
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epochs: 170
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time: null
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patience: 85
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batch: 16
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imgsz: 512
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save: true
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save_period: -1
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cache: false
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device: null
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workers: 8
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project: null
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name: train
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exist_ok: false
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pretrained: true
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optimizer: auto
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verbose: false
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seed: 0
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deterministic: true
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single_cls: false
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rect: false
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cos_lr: true
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close_mosaic: 10
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resume: false
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amp: false
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fraction: 1.0
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freeze: 0
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multi_scale: false
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overlap_mask: true
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mask_ratio: 4
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dropout: 0.0
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val: true
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split: val
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save_json: false
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save_hybrid: false
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conf: null
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iou: 0.7
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max_det: 300
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half: false
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dnn: false
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plots: true
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source: null
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vid_stride: 1
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stream_buffer: false
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visualize: false
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augment: false
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agnostic_nms: false
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classes: null
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retina_masks: false
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embed: null
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show: false
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save_frames: false
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save_txt: false
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save_conf: false
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save_crop: false
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show_labels: true
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show_conf: true
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show_boxes: true
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line_width: null
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format: torchscript
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keras: false
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int8: false
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dynamic: false
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simplify: true
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opset: null
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workspace: null
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nms: false
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lr0: 0.01
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lrf: 0.01
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momentum: 0.937
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weight_decay: 0.0005
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warmup_epochs: 3.0
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| 78 |
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warmup_momentum: 0.8
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warmup_bias_lr: 0.0
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box: 7.5
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cls: 0.5
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dfl: 1.5
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pose: 12.0
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kobj: 1.0
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nbs: 64
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hsv_h: 0.015
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hsv_s: 0.7
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hsv_v: 0.4
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degrees: 0.0
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translate: 0.1
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scale: 0.5
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shear: 0.0
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flipud: 0.0
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fliplr: 0.5
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bgr: 0.0
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mosaic: 1.0
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mixup: 0.0
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copy_paste: 0.1
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copy_paste_mode: flip
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auto_augment: randaugment
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erasing: 0.4
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| 103 |
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crop_fraction: 1.0
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| 104 |
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cfg: null
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| 105 |
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tracker: botsort.yaml
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| 106 |
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save_dir: /kaggle/working/yolov12/runs/detect/train
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yolov12s_freeze0_stages1/stage_1_freeze_0/confusion_matrix.png
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yolov12s_freeze0_stages1/stage_1_freeze_0/confusion_matrix_normalized.png
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yolov12s_freeze0_stages1/stage_1_freeze_0/events.out.tfevents.1760778318.1e2fdd34d25b.19.0
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yolov12s_freeze0_stages1/stage_1_freeze_0/labels.jpg
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Git LFS Details
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yolov12s_freeze0_stages1/stage_1_freeze_0/labels_correlogram.jpg
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Git LFS Details
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yolov12s_freeze0_stages1/stage_1_freeze_0/results.csv
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| 1 |
+
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
|
| 2 |
+
1,149.194,1.34384,1.75595,1.33802,0.58503,0.49527,0.53557,0.3151,1.5132,2.3875,1.57487,0.000663283,0.000663283,0.000663283
|
| 3 |
+
2,292.172,1.45594,1.40327,1.42381,0.13844,0.50236,0.10629,0.05972,1.4563,11.2265,1.49173,0.00132984,0.00132984,0.00132984
|
| 4 |
+
3,434.186,1.43708,1.36334,1.41824,0.84288,0.66903,0.76051,0.46141,1.3482,1.46526,1.47236,0.00199594,0.00199594,0.00199594
|
| 5 |
+
4,576.316,1.40347,1.28416,1.40963,0.76664,0.70285,0.75147,0.46582,1.38495,1.69286,1.44843,0.00199848,0.00199848,0.00199848
|
| 6 |
+
5,718.191,1.36589,1.16926,1.39327,0.81484,0.70449,0.80498,0.51162,1.34588,1.25992,1.47017,0.0019973,0.0019973,0.0019973
|
| 7 |
+
6,860.077,1.31856,1.09715,1.35265,0.85202,0.68322,0.798,0.49979,1.37228,1.08685,1.43862,0.00199578,0.00199578,0.00199578
|
| 8 |
+
7,1001.89,1.2892,1.09232,1.35341,0.80952,0.69325,0.79713,0.52052,1.28128,1.04566,1.37921,0.00199392,0.00199392,0.00199392
|
| 9 |
+
8,1143.79,1.27053,1.0192,1.33894,0.85104,0.69031,0.79548,0.52464,1.21248,1.1024,1.36158,0.00199173,0.00199173,0.00199173
|
| 10 |
+
9,1285.6,1.22953,0.99529,1.30744,0.81472,0.73522,0.83026,0.56284,1.15094,0.94222,1.31521,0.0019892,0.0019892,0.0019892
|
| 11 |
+
10,1427.42,1.2401,0.96916,1.31428,0.89308,0.69149,0.82675,0.55656,1.17746,1.01295,1.33237,0.00198634,0.00198634,0.00198634
|
| 12 |
+
11,1569.14,1.25398,0.99334,1.32713,0.81665,0.70023,0.79948,0.54147,1.18399,1.01406,1.33083,0.00198314,0.00198314,0.00198314
|
| 13 |
+
12,1710.89,1.23192,0.95469,1.29944,0.87708,0.7338,0.84329,0.56125,1.18135,0.91456,1.32686,0.00197962,0.00197962,0.00197962
|
| 14 |
+
13,1852.57,1.21567,0.94689,1.29573,0.85221,0.73168,0.84342,0.56847,1.17314,0.89698,1.31702,0.00197576,0.00197576,0.00197576
|
| 15 |
+
14,1994.34,1.17678,0.9256,1.27666,0.86689,0.7005,0.83237,0.56834,1.16014,0.9404,1.29441,0.00197157,0.00197157,0.00197157
|
| 16 |
+
15,2136.09,1.17705,0.90804,1.28127,0.86676,0.76478,0.86242,0.58813,1.12435,0.88332,1.28549,0.00196705,0.00196705,0.00196705
|
| 17 |
+
16,2277.81,1.1351,0.89037,1.25552,0.87107,0.77187,0.87445,0.60467,1.12125,0.8338,1.29067,0.00196221,0.00196221,0.00196221
|
| 18 |
+
17,2419.74,1.15223,0.87214,1.27596,0.83534,0.69858,0.816,0.54551,1.21972,0.95972,1.35114,0.00195704,0.00195704,0.00195704
|
| 19 |
+
18,2561.33,1.15644,0.87948,1.25844,0.84235,0.78487,0.86526,0.60443,1.08691,0.84764,1.28046,0.00195155,0.00195155,0.00195155
|
| 20 |
+
19,2703.12,1.12325,0.8519,1.2604,0.86689,0.73286,0.83759,0.5694,1.11661,0.9481,1.29958,0.00194573,0.00194573,0.00194573
|
| 21 |
+
20,2844.91,1.13667,0.85248,1.26022,0.84854,0.79551,0.8768,0.60299,1.09673,0.80364,1.29275,0.0019396,0.0019396,0.0019396
|
| 22 |
+
21,2986.55,1.1177,0.84771,1.24852,0.87182,0.79669,0.88679,0.60598,1.14078,0.7897,1.29433,0.00193315,0.00193315,0.00193315
|
| 23 |
+
22,3128.28,1.10065,0.82725,1.23332,0.8581,0.75771,0.86642,0.59134,1.13478,0.84405,1.328,0.00192638,0.00192638,0.00192638
|
| 24 |
+
23,3269.95,1.11886,0.83593,1.24605,0.83197,0.78605,0.86313,0.58915,1.12717,0.82359,1.28921,0.0019193,0.0019193,0.0019193
|
| 25 |
+
24,3411.65,1.08743,0.80844,1.22178,0.85813,0.79905,0.88622,0.62342,1.07539,0.77818,1.26347,0.00191191,0.00191191,0.00191191
|
| 26 |
+
25,3553.45,1.09794,0.80275,1.23999,0.85648,0.79707,0.88113,0.62718,1.05217,0.77856,1.22854,0.00190421,0.00190421,0.00190421
|
| 27 |
+
26,3695.24,1.08376,0.79562,1.23259,0.86665,0.79551,0.87729,0.62129,1.05399,0.7798,1.2461,0.00189621,0.00189621,0.00189621
|
| 28 |
+
27,3836.93,1.08083,0.7811,1.22801,0.86973,0.78605,0.87994,0.62081,1.05939,0.76513,1.24938,0.00188791,0.00188791,0.00188791
|
| 29 |
+
28,3978.63,1.07614,0.76537,1.21989,0.89625,0.78132,0.88305,0.60172,1.1268,0.75498,1.28345,0.0018793,0.0018793,0.0018793
|
| 30 |
+
29,4120.33,1.07272,0.77878,1.21881,0.86514,0.78865,0.87791,0.61747,1.0656,0.8065,1.24144,0.0018704,0.0018704,0.0018704
|
| 31 |
+
30,4261.93,1.05535,0.76983,1.2177,0.89262,0.76596,0.87692,0.61204,1.07533,0.78588,1.27556,0.0018612,0.0018612,0.0018612
|
| 32 |
+
31,4403.6,1.08191,0.76369,1.22559,0.85904,0.79314,0.88873,0.62763,1.05103,0.75422,1.2466,0.00185171,0.00185171,0.00185171
|
| 33 |
+
32,4545.38,1.06226,0.75924,1.20599,0.8897,0.79134,0.89353,0.6424,1.02779,0.72563,1.23663,0.00184194,0.00184194,0.00184194
|
| 34 |
+
33,4687.11,1.04675,0.73723,1.19658,0.87167,0.80291,0.89821,0.64326,1.02596,0.71112,1.2438,0.00183188,0.00183188,0.00183188
|
| 35 |
+
34,4828.86,1.06484,0.7527,1.20622,0.88277,0.76478,0.86794,0.60404,1.09393,0.80687,1.26614,0.00182154,0.00182154,0.00182154
|
| 36 |
+
35,4970.41,1.05664,0.75601,1.20417,0.91321,0.79596,0.90118,0.63454,1.05336,0.71947,1.22521,0.00181093,0.00181093,0.00181093
|
| 37 |
+
36,5112.12,1.05258,0.75444,1.19966,0.87895,0.80378,0.88182,0.61219,1.06721,0.76751,1.25141,0.00180004,0.00180004,0.00180004
|
| 38 |
+
37,5253.71,1.05181,0.7374,1.21048,0.90175,0.78842,0.89414,0.63704,1.0445,0.716,1.25035,0.00178888,0.00178888,0.00178888
|
| 39 |
+
38,5395.31,1.02525,0.73317,1.18878,0.8977,0.7883,0.8968,0.64014,1.04138,0.71412,1.25753,0.00177745,0.00177745,0.00177745
|
| 40 |
+
39,5537.04,1.03614,0.71809,1.20237,0.87881,0.78723,0.88236,0.63073,1.05918,0.73449,1.25998,0.00176576,0.00176576,0.00176576
|
| 41 |
+
40,5678.69,1.02961,0.73112,1.19516,0.88399,0.81206,0.89965,0.64792,1.01345,0.71528,1.21058,0.00175382,0.00175382,0.00175382
|
| 42 |
+
41,5820.45,1.00487,0.70023,1.18305,0.88022,0.8227,0.90084,0.64392,1.03048,0.69181,1.2374,0.00174162,0.00174162,0.00174162
|
| 43 |
+
42,5962.09,1.01043,0.72856,1.18205,0.89927,0.79146,0.89591,0.6496,1.00925,0.69822,1.21658,0.00172917,0.00172917,0.00172917
|
| 44 |
+
43,6103.88,1.00337,0.71298,1.17864,0.91977,0.78132,0.90334,0.64191,1.03689,0.69915,1.23251,0.00171647,0.00171647,0.00171647
|
| 45 |
+
44,6245.5,1.01975,0.69952,1.1793,0.92743,0.76832,0.89531,0.63146,1.04582,0.7019,1.24607,0.00170354,0.00170354,0.00170354
|
| 46 |
+
45,6387.27,1.00151,0.67463,1.16563,0.86641,0.82979,0.89962,0.64296,1.03071,0.69127,1.22872,0.00169036,0.00169036,0.00169036
|
| 47 |
+
46,6528.83,1.01125,0.68415,1.1745,0.89468,0.79905,0.89973,0.63705,1.04706,0.69627,1.21774,0.00167696,0.00167696,0.00167696
|
| 48 |
+
47,6670.4,1.00419,0.68434,1.17283,0.89024,0.81678,0.89638,0.63331,1.06323,0.69271,1.2408,0.00166333,0.00166333,0.00166333
|
| 49 |
+
48,6811.99,0.9963,0.67689,1.17446,0.90621,0.8227,0.9133,0.65964,1.0146,0.64835,1.21114,0.00164947,0.00164947,0.00164947
|
| 50 |
+
49,6953.8,0.99114,0.68033,1.16985,0.90826,0.83084,0.91743,0.65683,1.00866,0.66255,1.21497,0.00163539,0.00163539,0.00163539
|
| 51 |
+
50,7095.44,0.99462,0.68022,1.1774,0.86194,0.8227,0.89505,0.64152,1.01415,0.68667,1.22475,0.00162111,0.00162111,0.00162111
|
| 52 |
+
51,7237.05,0.98278,0.66969,1.16273,0.9249,0.80851,0.90462,0.64595,1.02098,0.69136,1.22271,0.00160661,0.00160661,0.00160661
|
| 53 |
+
52,7378.63,0.97649,0.65838,1.15896,0.8753,0.83097,0.90913,0.66111,1.00965,0.65542,1.21158,0.00159191,0.00159191,0.00159191
|
| 54 |
+
53,7520.38,0.99203,0.67181,1.1613,0.90226,0.82929,0.916,0.66544,1.01029,0.67163,1.20728,0.00157701,0.00157701,0.00157701
|
| 55 |
+
54,7662.09,0.97628,0.66747,1.15563,0.89925,0.81442,0.90884,0.66115,0.99016,0.6621,1.19948,0.00156191,0.00156191,0.00156191
|
| 56 |
+
55,7803.72,0.96883,0.6517,1.1535,0.85786,0.80615,0.88804,0.63603,1.02485,0.71535,1.22961,0.00154663,0.00154663,0.00154663
|
| 57 |
+
56,7945.29,0.9749,0.65574,1.15454,0.89831,0.83533,0.91162,0.6672,0.98209,0.6319,1.20149,0.00153117,0.00153117,0.00153117
|
| 58 |
+
57,8087.18,0.95609,0.6369,1.13766,0.87683,0.86052,0.91799,0.66819,0.9995,0.64243,1.20012,0.00151552,0.00151552,0.00151552
|
| 59 |
+
58,8228.76,0.98157,0.64033,1.15523,0.90497,0.80733,0.90319,0.6515,1.0153,0.64503,1.23021,0.00149971,0.00149971,0.00149971
|
| 60 |
+
59,8370.49,0.95047,0.636,1.14911,0.8878,0.83241,0.90686,0.65836,1.0007,0.65677,1.21957,0.00148373,0.00148373,0.00148373
|
| 61 |
+
60,8512.06,0.96436,0.65128,1.15127,0.89772,0.83001,0.90906,0.66631,0.9893,0.64133,1.20314,0.00146758,0.00146758,0.00146758
|
| 62 |
+
61,8653.7,0.94238,0.6263,1.13325,0.91697,0.82151,0.91132,0.65968,1.01466,0.62963,1.23297,0.00145128,0.00145128,0.00145128
|
| 63 |
+
62,8795.33,0.94796,0.62406,1.13913,0.89099,0.83806,0.91054,0.66642,0.99158,0.61819,1.20387,0.00143483,0.00143483,0.00143483
|
| 64 |
+
63,8937.03,0.91543,0.61275,1.11815,0.88615,0.81442,0.90367,0.65656,0.99524,0.64115,1.20753,0.00141823,0.00141823,0.00141823
|
| 65 |
+
64,9078.67,0.92616,0.60199,1.13645,0.93177,0.81915,0.92102,0.67534,0.98114,0.61298,1.19151,0.0014015,0.0014015,0.0014015
|
| 66 |
+
65,9220.52,0.95076,0.64643,1.13652,0.91311,0.82624,0.91839,0.67556,0.98904,0.61611,1.20336,0.00138463,0.00138463,0.00138463
|
| 67 |
+
66,9362.22,0.9439,0.61017,1.13336,0.88723,0.83694,0.91202,0.66027,1.01065,0.61581,1.20896,0.00136763,0.00136763,0.00136763
|
| 68 |
+
67,9503.92,0.92066,0.59489,1.12986,0.91003,0.83924,0.92284,0.66819,1.00551,0.60035,1.21177,0.00135051,0.00135051,0.00135051
|
| 69 |
+
68,9645.57,0.93452,0.60338,1.13082,0.89175,0.85225,0.91729,0.66416,1.01269,0.61177,1.22081,0.00133327,0.00133327,0.00133327
|
| 70 |
+
69,9787.16,0.92748,0.60466,1.13508,0.90114,0.85343,0.91946,0.67023,0.99982,0.62321,1.22299,0.00131593,0.00131593,0.00131593
|
| 71 |
+
70,9928.84,0.92439,0.59609,1.13112,0.91214,0.84674,0.91604,0.66863,0.98612,0.59283,1.20701,0.00129848,0.00129848,0.00129848
|
| 72 |
+
71,10070.4,0.93058,0.59986,1.13506,0.90058,0.84634,0.91559,0.66703,1.00143,0.61507,1.21849,0.00128093,0.00128093,0.00128093
|
| 73 |
+
72,10211.9,0.92349,0.59126,1.13133,0.91231,0.83627,0.92217,0.67307,0.98931,0.58635,1.21821,0.00126328,0.00126328,0.00126328
|
| 74 |
+
73,10353.7,0.91943,0.58291,1.12401,0.91329,0.83416,0.91904,0.66617,1.00132,0.60352,1.2081,0.00124556,0.00124556,0.00124556
|
| 75 |
+
74,10495.2,0.91975,0.58154,1.11866,0.91076,0.86052,0.92331,0.66619,1.01466,0.59817,1.23753,0.00122775,0.00122775,0.00122775
|
| 76 |
+
75,10636.7,0.91595,0.59582,1.12164,0.90956,0.85591,0.92523,0.66511,0.99444,0.58899,1.21302,0.00120986,0.00120986,0.00120986
|
| 77 |
+
76,10778.3,0.89796,0.58711,1.10701,0.91446,0.84515,0.92371,0.66524,0.9932,0.59959,1.21555,0.00119191,0.00119191,0.00119191
|
| 78 |
+
77,10919.9,0.9051,0.57544,1.12397,0.9237,0.84428,0.91993,0.67752,1.00477,0.58315,1.22783,0.0011739,0.0011739,0.0011739
|
| 79 |
+
78,11061.5,0.89392,0.57139,1.10498,0.91938,0.85816,0.91982,0.66914,0.99733,0.58343,1.22571,0.00115583,0.00115583,0.00115583
|
| 80 |
+
79,11203.2,0.89673,0.56617,1.10849,0.91538,0.83111,0.9199,0.67168,0.98392,0.58448,1.22229,0.00113771,0.00113771,0.00113771
|
| 81 |
+
80,11344.8,0.8911,0.56418,1.11205,0.90154,0.86288,0.93084,0.68194,0.97907,0.57419,1.19964,0.00111955,0.00111955,0.00111955
|
| 82 |
+
81,11486.5,0.87906,0.55506,1.10256,0.9135,0.85816,0.92692,0.682,0.98392,0.57298,1.20559,0.00110135,0.00110135,0.00110135
|
| 83 |
+
82,11628,0.88062,0.5536,1.10342,0.92477,0.84281,0.92077,0.6798,0.996,0.57953,1.22281,0.00108311,0.00108311,0.00108311
|
| 84 |
+
83,11769.6,0.88338,0.5575,1.10527,0.92701,0.85567,0.92974,0.67764,1.00488,0.56439,1.22362,0.00106486,0.00106486,0.00106486
|
| 85 |
+
84,11911.1,0.9044,0.55728,1.11365,0.92657,0.83528,0.92317,0.67954,0.97826,0.58024,1.1957,0.00104658,0.00104658,0.00104658
|
| 86 |
+
85,12052.7,0.88008,0.53871,1.10197,0.90168,0.87116,0.92582,0.68207,0.99633,0.56807,1.20549,0.00102829,0.00102829,0.00102829
|
| 87 |
+
86,12194.3,0.87298,0.55132,1.09555,0.92364,0.83215,0.92696,0.68122,0.98596,0.56107,1.20509,0.00101,0.00101,0.00101
|
| 88 |
+
87,12335.9,0.88046,0.5596,1.09769,0.92247,0.82742,0.92003,0.67784,0.99724,0.57299,1.20324,0.000991706,0.000991706,0.000991706
|
| 89 |
+
88,12477.5,0.8758,0.54513,1.09809,0.91878,0.85225,0.92644,0.67796,1.00345,0.57046,1.21726,0.000973418,0.000973418,0.000973418
|
| 90 |
+
89,12619.1,0.86487,0.53553,1.08435,0.92904,0.85343,0.93023,0.67898,0.99201,0.56814,1.21991,0.000955143,0.000955143,0.000955143
|
| 91 |
+
90,12760.6,0.86558,0.53521,1.0873,0.91391,0.85816,0.92819,0.68029,0.98962,0.57043,1.21312,0.000936886,0.000936886,0.000936886
|
| 92 |
+
91,12902.3,0.85875,0.52956,1.08547,0.90891,0.86288,0.9232,0.67785,1.00747,0.55757,1.22706,0.000918654,0.000918654,0.000918654
|
| 93 |
+
92,13043.8,0.8414,0.52316,1.07597,0.91351,0.84891,0.92199,0.67523,1.00402,0.57213,1.21609,0.000900454,0.000900454,0.000900454
|
| 94 |
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