File size: 7,502 Bytes
2251a28 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 | Finding all image-label pairs...
Found 1500 unique image-label pairs
Splitting dataset (80% train, 10% val, 10% test)...
Train: 1200 pairs (should be 1200)
Val: 150 pairs (should be 150)
Test: 150 pairs (should be 150)
Copying 1200 files to train...
train: 0%| | 0/1200 [00:00<?, ?it/s]
train: 1%|1 | 15/1200 [00:00<00:08, 147.73it/s]
train: 3%|2 | 31/1200 [00:00<00:07, 149.66it/s]
train: 4%|3 | 46/1200 [00:00<00:07, 148.04it/s]
train: 5%|5 | 61/1200 [00:00<00:07, 145.73it/s]
train: 6%|6 | 76/1200 [00:00<00:07, 144.29it/s]
train: 8%|7 | 91/1200 [00:00<00:07, 144.02it/s]
train: 9%|8 | 106/1200 [00:00<00:07, 143.16it/s]
train: 10%|# | 121/1200 [00:00<00:07, 143.70it/s]
train: 11%|#1 | 136/1200 [00:00<00:07, 138.66it/s]
train: 12%|#2 | 150/1200 [00:01<00:07, 137.23it/s]
train: 14%|#3 | 164/1200 [00:01<00:07, 135.00it/s]
train: 15%|#5 | 180/1200 [00:01<00:07, 139.19it/s]
train: 16%|#6 | 194/1200 [00:01<00:07, 137.42it/s]
train: 17%|#7 | 208/1200 [00:01<00:07, 136.94it/s]
train: 18%|#8 | 222/1200 [00:01<00:07, 135.75it/s]
train: 20%|#9 | 237/1200 [00:01<00:06, 139.65it/s]
train: 21%|## | 251/1200 [00:01<00:07, 129.33it/s]
train: 22%|##2 | 265/1200 [00:01<00:07, 130.33it/s]
train: 23%|##3 | 280/1200 [00:02<00:06, 134.53it/s]
train: 25%|##4 | 296/1200 [00:02<00:06, 140.81it/s]
train: 26%|##6 | 312/1200 [00:02<00:06, 144.65it/s]
train: 27%|##7 | 327/1200 [00:02<00:06, 138.37it/s]
train: 28%|##8 | 341/1200 [00:02<00:06, 135.72it/s]
train: 30%|##9 | 355/1200 [00:02<00:06, 129.09it/s]
train: 31%|### | 370/1200 [00:02<00:06, 131.39it/s]
train: 32%|###2 | 385/1200 [00:02<00:06, 134.27it/s]
train: 33%|###3 | 400/1200 [00:02<00:05, 137.87it/s]
train: 34%|###4 | 414/1200 [00:03<00:05, 131.67it/s]
train: 36%|###5 | 429/1200 [00:03<00:05, 134.05it/s]
train: 37%|###7 | 444/1200 [00:03<00:05, 136.15it/s]
train: 38%|###8 | 459/1200 [00:03<00:05, 138.04it/s]
train: 39%|###9 | 473/1200 [00:03<00:05, 138.46it/s]
train: 41%|#### | 487/1200 [00:03<00:05, 138.48it/s]
train: 42%|####1 | 501/1200 [00:03<00:05, 137.95it/s]
train: 43%|####2 | 515/1200 [00:03<00:05, 135.56it/s]
train: 44%|####4 | 530/1200 [00:03<00:04, 137.32it/s]
train: 45%|####5 | 544/1200 [00:03<00:04, 135.31it/s]
train: 46%|####6 | 558/1200 [00:04<00:04, 133.81it/s]
train: 48%|####7 | 573/1200 [00:04<00:04, 136.71it/s]
train: 49%|####8 | 587/1200 [00:04<00:04, 137.45it/s]
train: 50%|##### | 601/1200 [00:04<00:04, 137.15it/s]
train: 51%|#####1 | 616/1200 [00:04<00:04, 139.47it/s]
train: 52%|#####2 | 630/1200 [00:04<00:04, 137.44it/s]
train: 54%|#####3 | 645/1200 [00:04<00:03, 140.06it/s]
train: 55%|#####5 | 660/1200 [00:04<00:03, 139.09it/s]
train: 56%|#####6 | 674/1200 [00:04<00:03, 133.37it/s]
train: 57%|#####7 | 688/1200 [00:05<00:04, 127.29it/s]
train: 58%|#####8 | 701/1200 [00:05<00:03, 127.51it/s]
train: 60%|#####9 | 715/1200 [00:05<00:03, 129.37it/s]
train: 61%|###### | 728/1200 [00:05<00:03, 127.30it/s]
train: 62%|######2 | 744/1200 [00:05<00:03, 136.08it/s]
train: 63%|######3 | 759/1200 [00:05<00:03, 139.08it/s]
train: 64%|######4 | 773/1200 [00:05<00:03, 138.73it/s]
train: 66%|######5 | 787/1200 [00:05<00:03, 133.05it/s]
train: 67%|######6 | 801/1200 [00:05<00:03, 131.26it/s]
train: 68%|######7 | 815/1200 [00:05<00:02, 129.68it/s]
train: 69%|######9 | 830/1200 [00:06<00:02, 135.20it/s]
train: 70%|####### | 844/1200 [00:06<00:02, 128.28it/s]
train: 72%|#######1 | 858/1200 [00:06<00:02, 131.50it/s]
train: 73%|#######2 | 872/1200 [00:06<00:02, 132.38it/s]
train: 74%|#######3 | 886/1200 [00:06<00:02, 134.00it/s]
train: 75%|#######5 | 900/1200 [00:06<00:02, 126.39it/s]
train: 76%|#######6 | 914/1200 [00:06<00:02, 129.61it/s]
train: 77%|#######7 | 928/1200 [00:06<00:02, 128.12it/s]
train: 78%|#######8 | 941/1200 [00:06<00:02, 128.59it/s]
train: 80%|#######9 | 954/1200 [00:07<00:01, 126.27it/s]
train: 81%|######## | 967/1200 [00:07<00:01, 124.99it/s]
train: 82%|########1 | 983/1200 [00:07<00:01, 132.53it/s]
train: 83%|########3 | 997/1200 [00:07<00:01, 133.82it/s]
train: 84%|########4 | 1012/1200 [00:07<00:01, 137.23it/s]
train: 86%|########5 | 1028/1200 [00:07<00:01, 140.46it/s]
train: 87%|########6 | 1043/1200 [00:07<00:01, 138.32it/s]
train: 88%|########8 | 1057/1200 [00:07<00:01, 135.13it/s]
train: 89%|########9 | 1071/1200 [00:07<00:00, 132.91it/s]
train: 90%|######### | 1085/1200 [00:08<00:00, 126.40it/s]
train: 92%|#########1| 1100/1200 [00:08<00:00, 130.89it/s]
train: 93%|#########2| 1114/1200 [00:08<00:00, 126.20it/s]
train: 94%|#########3| 1128/1200 [00:08<00:00, 129.08it/s]
train: 95%|#########5| 1142/1200 [00:08<00:00, 128.86it/s]
train: 96%|#########6| 1156/1200 [00:08<00:00, 130.76it/s]
train: 98%|#########7| 1170/1200 [00:08<00:00, 132.42it/s]
train: 99%|#########8| 1184/1200 [00:08<00:00, 131.78it/s]
train: 100%|#########9| 1198/1200 [00:08<00:00, 125.32it/s]
train: 100%|##########| 1200/1200 [00:08<00:00, 134.27it/s]
Copying 150 files to val...
val: 0%| | 0/150 [00:00<?, ?it/s]
val: 9%|8 | 13/150 [00:00<00:01, 122.03it/s]
val: 17%|#7 | 26/150 [00:00<00:01, 123.63it/s]
val: 28%|##8 | 42/150 [00:00<00:00, 138.84it/s]
val: 37%|###7 | 56/150 [00:00<00:00, 133.35it/s]
val: 47%|####6 | 70/150 [00:00<00:00, 131.76it/s]
val: 57%|#####6 | 85/150 [00:00<00:00, 136.72it/s]
val: 66%|######6 | 99/150 [00:00<00:00, 136.24it/s]
val: 75%|#######5 | 113/150 [00:00<00:00, 129.22it/s]
val: 85%|########4 | 127/150 [00:00<00:00, 131.40it/s]
val: 94%|#########3| 141/150 [00:01<00:00, 131.03it/s]
val: 100%|##########| 150/150 [00:01<00:00, 132.65it/s]
Copying 150 files to test...
test: 0%| | 0/150 [00:00<?, ?it/s]
test: 11%|# | 16/150 [00:00<00:00, 154.96it/s]
test: 21%|##1 | 32/150 [00:00<00:00, 142.70it/s]
test: 31%|###1 | 47/150 [00:00<00:00, 137.28it/s]
test: 41%|#### | 61/150 [00:00<00:00, 129.05it/s]
test: 49%|####9 | 74/150 [00:00<00:00, 125.64it/s]
test: 58%|#####8 | 87/150 [00:00<00:00, 124.07it/s]
test: 67%|######7 | 101/150 [00:00<00:00, 126.78it/s]
test: 77%|#######6 | 115/150 [00:00<00:00, 124.93it/s]
test: 85%|########5 | 128/150 [00:01<00:00, 122.65it/s]
test: 94%|#########3| 141/150 [00:01<00:00, 119.77it/s]
test: 100%|##########| 150/150 [00:01<00:00, 126.80it/s]
Created data.yaml: C:\Users\82104\Downloads\COCO_format\dataset\data.yaml
============================================================
Dataset split completed!
============================================================
Output directory: C:\Users\82104\Downloads\COCO_format\dataset
Structure:
dataset/
������ images/
�� ������ train/ (1200 images)
�� ������ val/ (150 images)
�� ������ test/ (150 images)
������ labels/
�� ������ train/ (1200 labels)
�� ������ val/ (150 labels)
�� ������ test/ (150 labels)
������ data.yaml
|