Upload medical_yolov8_sevda_gradual: 130 epochs (head & neck trained)
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- .gitattributes +82 -0
- medical_yolov8_freeze22-19-16-13-10_stages5/hparams_progressive_timed.json +49 -0
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medical_yolov8_freeze22-19-16-13-10_stages5/stage_5_freeze_10/train_batch0.jpg filter=lfs diff=lfs merge=lfs -text
|
| 806 |
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medical_yolov8_freeze22-19-16-13-10_stages5/stage_5_freeze_10/train_batch1.jpg filter=lfs diff=lfs merge=lfs -text
|
| 807 |
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medical_yolov8_freeze22-19-16-13-10_stages5/stage_5_freeze_10/train_batch2.jpg filter=lfs diff=lfs merge=lfs -text
|
| 808 |
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medical_yolov8_freeze22-19-16-13-10_stages5/stage_5_freeze_10/train_batch3940.jpg filter=lfs diff=lfs merge=lfs -text
|
| 809 |
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medical_yolov8_freeze22-19-16-13-10_stages5/stage_5_freeze_10/train_batch3941.jpg filter=lfs diff=lfs merge=lfs -text
|
| 810 |
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medical_yolov8_freeze22-19-16-13-10_stages5/stage_5_freeze_10/train_batch3942.jpg filter=lfs diff=lfs merge=lfs -text
|
| 811 |
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medical_yolov8_freeze22-19-16-13-10_stages5/stage_5_freeze_10/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text
|
| 812 |
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medical_yolov8_freeze22-19-16-13-10_stages5/stage_5_freeze_10/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text
|
| 813 |
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medical_yolov8_freeze22-19-16-13-10_stages5/stage_5_freeze_10/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text
|
| 814 |
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medical_yolov8_freeze22-19-16-13-10_stages5/stage_5_freeze_10/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text
|
| 815 |
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medical_yolov8_freeze22-19-16-13-10_stages5/stage_5_freeze_10/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text
|
| 816 |
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medical_yolov8_freeze22-19-16-13-10_stages5/stage_5_freeze_10/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text
|
medical_yolov8_freeze22-19-16-13-10_stages5/hparams_progressive_timed.json
ADDED
|
@@ -0,0 +1,49 @@
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| 1 |
+
{
|
| 2 |
+
"model": "medical_yolov8.pt",
|
| 3 |
+
"base_args": {
|
| 4 |
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"data": "/kaggle/input/brisc-yolo/data.yaml",
|
| 5 |
+
"imgsz": 512,
|
| 6 |
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"batch": 16,
|
| 7 |
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"patience": 30,
|
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"cos_lr": true,
|
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"lrf": 0.01,
|
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"device": null,
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"optimizer": "auto",
|
| 13 |
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"verbose": false,
|
| 14 |
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"amp": false
|
| 15 |
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},
|
| 16 |
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"stages": [
|
| 17 |
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{
|
| 18 |
+
"stage_name": "Stage 1: Train Detection Head",
|
| 19 |
+
"epochs": 10,
|
| 20 |
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"freeze": 22,
|
| 21 |
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"lr0": 0.01
|
| 22 |
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},
|
| 23 |
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{
|
| 24 |
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"stage_name": "Stage 2: Train last 3 Neck layers + Head",
|
| 25 |
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"epochs": 30,
|
| 26 |
+
"freeze": 19,
|
| 27 |
+
"lr0": 0.005
|
| 28 |
+
},
|
| 29 |
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{
|
| 30 |
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"stage_name": "Stage 3: Train last 6 Neck layers + Head",
|
| 31 |
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"epochs": 30,
|
| 32 |
+
"freeze": 16,
|
| 33 |
+
"lr0": 0.005
|
| 34 |
+
},
|
| 35 |
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{
|
| 36 |
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"stage_name": "Stage 4: Train last 9 Neck layers + Head",
|
| 37 |
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"epochs": 30,
|
| 38 |
+
"freeze": 13,
|
| 39 |
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"lr0": 0.005
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
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"stage_name": "Stage 5: Train last 12 Neck layers + Head",
|
| 43 |
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"epochs": 30,
|
| 44 |
+
"freeze": 10,
|
| 45 |
+
"lr0": 0.005
|
| 46 |
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}
|
| 47 |
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],
|
| 48 |
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"account": "setayeshk3"
|
| 49 |
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}
|
medical_yolov8_freeze22-19-16-13-10_stages5/stage_1_freeze_22/BoxF1_curve.png
ADDED
|
Git LFS Details
|
medical_yolov8_freeze22-19-16-13-10_stages5/stage_1_freeze_22/BoxPR_curve.png
ADDED
|
medical_yolov8_freeze22-19-16-13-10_stages5/stage_1_freeze_22/BoxP_curve.png
ADDED
|
Git LFS Details
|
medical_yolov8_freeze22-19-16-13-10_stages5/stage_1_freeze_22/BoxR_curve.png
ADDED
|
Git LFS Details
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medical_yolov8_freeze22-19-16-13-10_stages5/stage_1_freeze_22/args.yaml
ADDED
|
@@ -0,0 +1,106 @@
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|
| 1 |
+
task: detect
|
| 2 |
+
mode: train
|
| 3 |
+
model: medical_yolov8.pt
|
| 4 |
+
data: /kaggle/input/brisc-yolo/data.yaml
|
| 5 |
+
epochs: 10
|
| 6 |
+
time: null
|
| 7 |
+
patience: 30
|
| 8 |
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batch: 16
|
| 9 |
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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 |
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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 |
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rect: false
|
| 25 |
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cos_lr: true
|
| 26 |
+
close_mosaic: 10
|
| 27 |
+
resume: false
|
| 28 |
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amp: false
|
| 29 |
+
fraction: 1.0
|
| 30 |
+
profile: false
|
| 31 |
+
freeze: 22
|
| 32 |
+
multi_scale: false
|
| 33 |
+
compile: false
|
| 34 |
+
overlap_mask: true
|
| 35 |
+
mask_ratio: 4
|
| 36 |
+
dropout: 0.0
|
| 37 |
+
val: true
|
| 38 |
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split: val
|
| 39 |
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save_json: false
|
| 40 |
+
conf: null
|
| 41 |
+
iou: 0.7
|
| 42 |
+
max_det: 300
|
| 43 |
+
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 |
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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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save_conf: false
|
| 59 |
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save_crop: false
|
| 60 |
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show_labels: true
|
| 61 |
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show_conf: true
|
| 62 |
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show_boxes: true
|
| 63 |
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line_width: null
|
| 64 |
+
format: torchscript
|
| 65 |
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keras: false
|
| 66 |
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optimize: false
|
| 67 |
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int8: false
|
| 68 |
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dynamic: false
|
| 69 |
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simplify: true
|
| 70 |
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opset: null
|
| 71 |
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workspace: null
|
| 72 |
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nms: false
|
| 73 |
+
lr0: 0.01
|
| 74 |
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lrf: 0.01
|
| 75 |
+
momentum: 0.937
|
| 76 |
+
weight_decay: 0.0005
|
| 77 |
+
warmup_epochs: 3.0
|
| 78 |
+
warmup_momentum: 0.8
|
| 79 |
+
warmup_bias_lr: 0.1
|
| 80 |
+
box: 7.5
|
| 81 |
+
cls: 0.5
|
| 82 |
+
dfl: 1.5
|
| 83 |
+
pose: 12.0
|
| 84 |
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kobj: 1.0
|
| 85 |
+
nbs: 64
|
| 86 |
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hsv_h: 0.015
|
| 87 |
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hsv_s: 0.7
|
| 88 |
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hsv_v: 0.4
|
| 89 |
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degrees: 0.0
|
| 90 |
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translate: 0.1
|
| 91 |
+
scale: 0.5
|
| 92 |
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shear: 0.0
|
| 93 |
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perspective: 0.0
|
| 94 |
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flipud: 0.0
|
| 95 |
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fliplr: 0.5
|
| 96 |
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bgr: 0.0
|
| 97 |
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mosaic: 1.0
|
| 98 |
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mixup: 0.0
|
| 99 |
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cutmix: 0.0
|
| 100 |
+
copy_paste: 0.0
|
| 101 |
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copy_paste_mode: flip
|
| 102 |
+
auto_augment: randaugment
|
| 103 |
+
erasing: 0.4
|
| 104 |
+
cfg: null
|
| 105 |
+
tracker: botsort.yaml
|
| 106 |
+
save_dir: /kaggle/working/runs/detect/train
|
medical_yolov8_freeze22-19-16-13-10_stages5/stage_1_freeze_22/confusion_matrix.png
ADDED
|
medical_yolov8_freeze22-19-16-13-10_stages5/stage_1_freeze_22/confusion_matrix_normalized.png
ADDED
|
medical_yolov8_freeze22-19-16-13-10_stages5/stage_1_freeze_22/labels.jpg
ADDED
|
Git LFS Details
|
medical_yolov8_freeze22-19-16-13-10_stages5/stage_1_freeze_22/results.csv
ADDED
|
@@ -0,0 +1,11 @@
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|
| 1 |
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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 |
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1,28.9907,2.44676,3.88842,2.73575,0.27507,0.20566,0.14928,0.05112,2.35456,3.13303,2.39643,0.000663283,0.000663283,0.000663283
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|
| 4 |
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3,77.7905,2.16573,2.56963,2.2156,0.40702,0.32278,0.31371,0.12033,2.12423,2.44962,2.15368,0.00180786,0.00180786,0.00180786
|
| 5 |
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|
| 6 |
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5,127.328,2.08224,2.34807,2.12105,0.45663,0.37881,0.37381,0.15384,2.06658,2.29516,2.06639,0.00131593,0.00131593,0.00131593
|
| 7 |
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|
| 8 |
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| 9 |
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| 10 |
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| 11 |
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medical_yolov8_freeze22-19-16-13-10_stages5/stage_1_freeze_22/results.png
ADDED
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Git LFS Details
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Git LFS Details
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ADDED
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Git LFS Details
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|
| 1 |
+
task: detect
|
| 2 |
+
mode: train
|
| 3 |
+
model: /kaggle/working/yolo_runs/medical_yolov8_freeze22-19-16-13-10_stages5/stage_1_freeze_22/weights/best.pt
|
| 4 |
+
data: /kaggle/input/brisc-yolo/data.yaml
|
| 5 |
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epochs: 30
|
| 6 |
+
time: null
|
| 7 |
+
patience: 30
|
| 8 |
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batch: 16
|
| 9 |
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imgsz: 512
|
| 10 |
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save: true
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| 11 |
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save_period: -1
|
| 12 |
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|
| 13 |
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device: null
|
| 14 |
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workers: 8
|
| 15 |
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project: null
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| 16 |
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name: train
|
| 17 |
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|
| 18 |
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pretrained: true
|
| 19 |
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optimizer: auto
|
| 20 |
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verbose: false
|
| 21 |
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seed: 0
|
| 22 |
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deterministic: true
|
| 23 |
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|
| 24 |
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|
| 25 |
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cos_lr: true
|
| 26 |
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close_mosaic: 10
|
| 27 |
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|
| 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: 19
|
| 32 |
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multi_scale: false
|
| 33 |
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compile: false
|
| 34 |
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overlap_mask: true
|
| 35 |
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mask_ratio: 4
|
| 36 |
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dropout: 0.0
|
| 37 |
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val: true
|
| 38 |
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split: val
|
| 39 |
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save_json: false
|
| 40 |
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conf: null
|
| 41 |
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iou: 0.7
|
| 42 |
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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 |
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vid_stride: 1
|
| 48 |
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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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save_conf: false
|
| 59 |
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save_crop: false
|
| 60 |
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show_labels: true
|
| 61 |
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show_conf: true
|
| 62 |
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show_boxes: true
|
| 63 |
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line_width: null
|
| 64 |
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format: torchscript
|
| 65 |
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keras: false
|
| 66 |
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optimize: false
|
| 67 |
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int8: false
|
| 68 |
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dynamic: false
|
| 69 |
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simplify: true
|
| 70 |
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opset: null
|
| 71 |
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workspace: null
|
| 72 |
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nms: false
|
| 73 |
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lr0: 0.005
|
| 74 |
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lrf: 0.01
|
| 75 |
+
momentum: 0.937
|
| 76 |
+
weight_decay: 0.0005
|
| 77 |
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warmup_epochs: 3.0
|
| 78 |
+
warmup_momentum: 0.8
|
| 79 |
+
warmup_bias_lr: 0.1
|
| 80 |
+
box: 7.5
|
| 81 |
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cls: 0.5
|
| 82 |
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dfl: 1.5
|
| 83 |
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pose: 12.0
|
| 84 |
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kobj: 1.0
|
| 85 |
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nbs: 64
|
| 86 |
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hsv_h: 0.015
|
| 87 |
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hsv_s: 0.7
|
| 88 |
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hsv_v: 0.4
|
| 89 |
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degrees: 0.0
|
| 90 |
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translate: 0.1
|
| 91 |
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scale: 0.5
|
| 92 |
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shear: 0.0
|
| 93 |
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perspective: 0.0
|
| 94 |
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flipud: 0.0
|
| 95 |
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fliplr: 0.5
|
| 96 |
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bgr: 0.0
|
| 97 |
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mosaic: 1.0
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| 98 |
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mixup: 0.0
|
| 99 |
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cutmix: 0.0
|
| 100 |
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copy_paste: 0.0
|
| 101 |
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copy_paste_mode: flip
|
| 102 |
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auto_augment: randaugment
|
| 103 |
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erasing: 0.4
|
| 104 |
+
cfg: null
|
| 105 |
+
tracker: botsort.yaml
|
| 106 |
+
save_dir: /kaggle/working/runs/detect/train
|
medical_yolov8_freeze22-19-16-13-10_stages5/stage_2_freeze_19/confusion_matrix.png
ADDED
|
Git LFS Details
|
medical_yolov8_freeze22-19-16-13-10_stages5/stage_2_freeze_19/confusion_matrix_normalized.png
ADDED
|
medical_yolov8_freeze22-19-16-13-10_stages5/stage_2_freeze_19/labels.jpg
ADDED
|
Git LFS Details
|
medical_yolov8_freeze22-19-16-13-10_stages5/stage_2_freeze_19/results.csv
ADDED
|
@@ -0,0 +1,31 @@
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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
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| 2 |
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| 3 |
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| 4 |
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| 5 |
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| 6 |
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| 7 |
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| 9 |
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Git LFS Details
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Git LFS Details
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Git LFS Details
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Git LFS Details
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Git LFS Details
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Git LFS Details
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Git LFS Details
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Git LFS Details
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Git LFS Details
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Git LFS Details
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ADDED
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Git LFS Details
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