Dataset Versions
Versions
v1
2023-04-30 2:03am
Generated on Apr 29, 2023
4678 Total Images
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Dataset Split
Train Set 89%
4158Images
Valid Set 7%
319Images
Test Set 4%
201Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 227x227
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images