f_ Upload yolov12l_sevda_gradual: 232 epochs (head & neck trained)
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|
| 300 |
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|
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|
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|
| 303 |
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|
| 304 |
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|
| 305 |
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|
| 306 |
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|
| 307 |
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|
yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/hparams_progressive_timed.json
ADDED
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| 1 |
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{
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| 2 |
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"model": "yolov12l.pt",
|
| 3 |
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"base_args": {
|
| 4 |
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"data": "/kaggle/input/brisc-yolo3/data.yaml",
|
| 5 |
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"imgsz": 512,
|
| 6 |
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"batch": 16,
|
| 7 |
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"patience": 30,
|
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"verbose": false,
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"amp": false
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},
|
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"stages": [
|
| 17 |
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{
|
| 18 |
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"stage_name": "Stage 1: Train Detection Head",
|
| 19 |
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"epochs": 20,
|
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"freeze": 21,
|
| 21 |
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"lr0": 0.01
|
| 22 |
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},
|
| 23 |
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{
|
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"stage_name": "Stage 2: Train last 2 Neck layers + Head",
|
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"epochs": 50,
|
| 26 |
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"freeze": 19,
|
| 27 |
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"lr0": 0.005
|
| 28 |
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},
|
| 29 |
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{
|
| 30 |
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"stage_name": "Stage 3: Train last 4 Neck layers + Head",
|
| 31 |
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"epochs": 50,
|
| 32 |
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"freeze": 17,
|
| 33 |
+
"lr0": 0.005
|
| 34 |
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},
|
| 35 |
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{
|
| 36 |
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"stage_name": "Stage 4: Train last 6 Neck layers + Head",
|
| 37 |
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"epochs": 50,
|
| 38 |
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"freeze": 15,
|
| 39 |
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"lr0": 0.005
|
| 40 |
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},
|
| 41 |
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{
|
| 42 |
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"stage_name": "Stage 5: Train last 8 Neck layers + Head",
|
| 43 |
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"epochs": 50,
|
| 44 |
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"freeze": 13,
|
| 45 |
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"lr0": 0.005
|
| 46 |
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},
|
| 47 |
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{
|
| 48 |
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"stage_name": "Stage 6: Train last 10 Neck layers + Head",
|
| 49 |
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"epochs": 50,
|
| 50 |
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"freeze": 11,
|
| 51 |
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"lr0": 0.005
|
| 52 |
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},
|
| 53 |
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{
|
| 54 |
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"stage_name": "Stage 7: Train last 12 Neck layers + Head",
|
| 55 |
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"epochs": 50,
|
| 56 |
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"freeze": 9,
|
| 57 |
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"lr0": 0.005
|
| 58 |
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},
|
| 59 |
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{
|
| 60 |
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"stage_name": "Stage 8: Train last 2 Backbone layers",
|
| 61 |
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"epochs": 50,
|
| 62 |
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"freeze": 7,
|
| 63 |
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"lr0": 0.001
|
| 64 |
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},
|
| 65 |
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{
|
| 66 |
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"stage_name": "Stage 9: Train last 4 Backbone layers",
|
| 67 |
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"epochs": 50,
|
| 68 |
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"freeze": 5,
|
| 69 |
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"lr0": 0.001
|
| 70 |
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},
|
| 71 |
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{
|
| 72 |
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"stage_name": "Stage 10: Train last 6 Backbone layers",
|
| 73 |
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"epochs": 50,
|
| 74 |
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"freeze": 3,
|
| 75 |
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"lr0": 0.001
|
| 76 |
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},
|
| 77 |
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{
|
| 78 |
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"stage_name": "Stage 11: Train last 8 Backbone layers",
|
| 79 |
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"epochs": 50,
|
| 80 |
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"freeze": 1,
|
| 81 |
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"lr0": 0.001
|
| 82 |
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},
|
| 83 |
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{
|
| 84 |
+
"stage_name": "Final Stage: Fine-tune Full Model until Time Limit",
|
| 85 |
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"epochs": 1000,
|
| 86 |
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"freeze": 0,
|
| 87 |
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"lr0": 0.0005
|
| 88 |
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}
|
| 89 |
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],
|
| 90 |
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"account": "setayeshk3"
|
| 91 |
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}
|
yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_1_freeze_21/F1_curve.png
ADDED
|
yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_1_freeze_21/PR_curve.png
ADDED
|
yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_1_freeze_21/P_curve.png
ADDED
|
yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_1_freeze_21/R_curve.png
ADDED
|
Git LFS Details
|
yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_1_freeze_21/args.yaml
ADDED
|
@@ -0,0 +1,106 @@
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|
| 1 |
+
task: detect
|
| 2 |
+
mode: train
|
| 3 |
+
model: yolov12l.pt
|
| 4 |
+
data: /kaggle/input/brisc-yolo3/data.yaml
|
| 5 |
+
epochs: 20
|
| 6 |
+
time: null
|
| 7 |
+
patience: 30
|
| 8 |
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batch: 16
|
| 9 |
+
imgsz: 512
|
| 10 |
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save: true
|
| 11 |
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save_period: -1
|
| 12 |
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cache: false
|
| 13 |
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device: null
|
| 14 |
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workers: 8
|
| 15 |
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project: null
|
| 16 |
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name: train
|
| 17 |
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exist_ok: false
|
| 18 |
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pretrained: true
|
| 19 |
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optimizer: auto
|
| 20 |
+
verbose: false
|
| 21 |
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seed: 0
|
| 22 |
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deterministic: true
|
| 23 |
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single_cls: false
|
| 24 |
+
rect: false
|
| 25 |
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cos_lr: true
|
| 26 |
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close_mosaic: 10
|
| 27 |
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resume: false
|
| 28 |
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amp: false
|
| 29 |
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fraction: 1.0
|
| 30 |
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profile: false
|
| 31 |
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freeze: 21
|
| 32 |
+
multi_scale: false
|
| 33 |
+
overlap_mask: true
|
| 34 |
+
mask_ratio: 4
|
| 35 |
+
dropout: 0.0
|
| 36 |
+
val: true
|
| 37 |
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split: val
|
| 38 |
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save_json: false
|
| 39 |
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save_hybrid: false
|
| 40 |
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conf: null
|
| 41 |
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iou: 0.7
|
| 42 |
+
max_det: 300
|
| 43 |
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half: false
|
| 44 |
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dnn: false
|
| 45 |
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plots: true
|
| 46 |
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source: null
|
| 47 |
+
vid_stride: 1
|
| 48 |
+
stream_buffer: false
|
| 49 |
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visualize: false
|
| 50 |
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augment: false
|
| 51 |
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agnostic_nms: false
|
| 52 |
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classes: null
|
| 53 |
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retina_masks: false
|
| 54 |
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embed: null
|
| 55 |
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show: false
|
| 56 |
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save_frames: false
|
| 57 |
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save_txt: false
|
| 58 |
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/confusion_matrix.png
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/confusion_matrix_normalized.png
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/events.out.tfevents.1760780759.bef9b0058d63.19.1
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version https://git-lfs.github.com/spec/v1
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/labels.jpg
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Git LFS Details
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/labels_correlogram.jpg
ADDED
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Git LFS Details
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/results.csv
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/results.png
ADDED
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Git LFS Details
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/train_batch0.jpg
ADDED
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Git LFS Details
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/train_batch1.jpg
ADDED
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Git LFS Details
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/train_batch2.jpg
ADDED
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Git LFS Details
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/train_batch7880.jpg
ADDED
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Git LFS Details
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/train_batch7881.jpg
ADDED
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Git LFS Details
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/train_batch7882.jpg
ADDED
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Git LFS Details
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/val_batch0_labels.jpg
ADDED
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Git LFS Details
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/val_batch0_pred.jpg
ADDED
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Git LFS Details
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/val_batch1_labels.jpg
ADDED
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Git LFS Details
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yolov12l_freeze21-19-17-15-13-11-9-7-5-3-1-0_stages12/stage_2_freeze_19/val_batch1_pred.jpg
ADDED
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Git LFS Details
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