Upload yolov12m: 76 epochs, final freeze=8
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- .gitattributes +27 -0
- yolov12m_freeze10-8_stages2/hparams_progressive_timed.json +29 -0
- yolov12m_freeze10-8_stages2/stage_1_freeze_10/F1_curve.png +0 -0
- yolov12m_freeze10-8_stages2/stage_1_freeze_10/PR_curve.png +0 -0
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- yolov12m_freeze10-8_stages2/stage_1_freeze_10/args.yaml +106 -0
- yolov12m_freeze10-8_stages2/stage_1_freeze_10/confusion_matrix.png +0 -0
- yolov12m_freeze10-8_stages2/stage_1_freeze_10/confusion_matrix_normalized.png +0 -0
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- yolov12m_freeze10-8_stages2/stage_1_freeze_10/labels.jpg +3 -0
- yolov12m_freeze10-8_stages2/stage_1_freeze_10/labels_correlogram.jpg +3 -0
- yolov12m_freeze10-8_stages2/stage_1_freeze_10/results.csv +51 -0
- yolov12m_freeze10-8_stages2/stage_1_freeze_10/results.png +3 -0
- yolov12m_freeze10-8_stages2/stage_1_freeze_10/train_batch0.jpg +3 -0
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- yolov12m_freeze10-8_stages2/stage_1_freeze_10/val_batch2_labels.jpg +3 -0
- yolov12m_freeze10-8_stages2/stage_1_freeze_10/val_batch2_pred.jpg +3 -0
- yolov12m_freeze10-8_stages2/stage_1_freeze_10/weights/best.pt +3 -0
- yolov12m_freeze10-8_stages2/stage_1_freeze_10/weights/last.pt +3 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/F1_curve.png +0 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/PR_curve.png +0 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/P_curve.png +0 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/R_curve.png +0 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/args.yaml +106 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/confusion_matrix.png +0 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/confusion_matrix_normalized.png +0 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/events.out.tfevents.1760538806.6b4876a7ff87.19.1 +3 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/labels.jpg +3 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/labels_correlogram.jpg +3 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/results.csv +27 -0
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- yolov12m_freeze10-8_stages2/stage_2_freeze_8/val_batch0_labels.jpg +3 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/val_batch0_pred.jpg +3 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/val_batch1_labels.jpg +3 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/val_batch1_pred.jpg +3 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/val_batch2_labels.jpg +3 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/val_batch2_pred.jpg +3 -0
- yolov12m_freeze10-8_stages2/stage_2_freeze_8/weights/best.pt +3 -0
.gitattributes
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yolov12m_freeze10-8_stages2/hparams_progressive_timed.json
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{
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"model": "yolov12m.pt",
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"base_args": {
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"data": "/kaggle/input/brisc-yolo/data.yaml",
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"imgsz": 512,
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"batch": 16,
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"patience": 25,
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"cos_lr": true,
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"lrf": 0.01,
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"device": null,
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"workers": 8,
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"optimizer": "auto",
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"verbose": false
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},
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"stages": [
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{
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"stage_name": "Stage 1: Train Detection Head",
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"epochs": 50,
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"freeze": 10,
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"lr0": 0.01
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},
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{
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"stage_name": "Stage 2: Fine-tune Backbone until Time Limit",
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"epochs": 1000,
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"freeze": 8,
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"lr0": 0.001
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}
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]
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}
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yolov12m_freeze10-8_stages2/stage_1_freeze_10/F1_curve.png
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yolov12m_freeze10-8_stages2/stage_1_freeze_10/PR_curve.png
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yolov12m_freeze10-8_stages2/stage_1_freeze_10/P_curve.png
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yolov12m_freeze10-8_stages2/stage_1_freeze_10/R_curve.png
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yolov12m_freeze10-8_stages2/stage_1_freeze_10/args.yaml
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task: detect
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mode: train
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model: yolov12m.pt
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data: /kaggle/input/brisc-yolo/data.yaml
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epochs: 50
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time: null
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patience: 25
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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: true
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fraction: 1.0
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profile: false
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freeze: 10
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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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| 53 |
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retina_masks: false
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embed: null
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show: false
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| 56 |
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save_frames: false
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| 57 |
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save_txt: false
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| 58 |
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save_conf: false
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| 59 |
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save_crop: false
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| 60 |
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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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| 63 |
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line_width: null
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| 64 |
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format: torchscript
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| 65 |
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keras: false
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| 66 |
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optimize: false
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| 67 |
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int8: false
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| 68 |
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dynamic: false
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| 69 |
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simplify: true
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| 70 |
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opset: null
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| 71 |
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workspace: null
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| 72 |
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nms: false
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| 73 |
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lr0: 0.01
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| 74 |
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lrf: 0.01
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momentum: 0.937
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| 76 |
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weight_decay: 0.0005
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| 77 |
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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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| 79 |
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warmup_bias_lr: 0.0
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| 80 |
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box: 7.5
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| 81 |
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cls: 0.5
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| 82 |
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dfl: 1.5
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| 83 |
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pose: 12.0
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| 84 |
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kobj: 1.0
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| 85 |
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nbs: 64
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| 86 |
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hsv_h: 0.015
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| 87 |
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hsv_s: 0.7
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| 88 |
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hsv_v: 0.4
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| 89 |
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degrees: 0.0
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| 90 |
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translate: 0.1
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| 91 |
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scale: 0.5
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| 92 |
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shear: 0.0
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| 93 |
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perspective: 0.0
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| 94 |
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flipud: 0.0
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| 95 |
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fliplr: 0.5
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| 96 |
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bgr: 0.0
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| 97 |
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mosaic: 1.0
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| 98 |
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mixup: 0.0
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| 99 |
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copy_paste: 0.1
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| 100 |
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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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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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yolov12m_freeze10-8_stages2/stage_1_freeze_10/confusion_matrix.png
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yolov12m_freeze10-8_stages2/stage_1_freeze_10/confusion_matrix_normalized.png
ADDED
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task: detect
|
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mode: train
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model: yolov12m.pt
|
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data: /kaggle/input/brisc-yolo/data.yaml
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epochs: 1000
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time: null
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patience: 25
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