Dataset Versions
v4
2023-04-06 2:34pm
Generated on Apr 6, 2023
3277 Total Images
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Dataset Split
Train Set 71%
2319Images
Valid Set 19%
630Images
Test Set 10%
328Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 256x256
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±21° Vertical
Noise: Up to 2% of pixels
Bounding Box: Blur: Up to 10px