Dataset Versions
v15
2023-12-22 11:51pm
Generated on Dec 22, 2023
17351 Total Images
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Dataset Split
Train Set 87%
15177Images
Valid Set 13%
2174Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -27° and +27°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 1.5px
Noise: Up to 5% of pixels
Cutout: 4 boxes with 5% size each