Dataset Versions
v3
2023-10-06 5:09pm
Generated on Oct 6, 2023
4721 Total Images
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Dataset Split
Train Set 85%
4016Images
Valid Set 10%
490Images
Test Set 5%
215Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 244x244
Augmentations
Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 80% Maximum Zoom
Saturation: Between -30% and +30%
Brightness: Between -14% and +14%
Exposure: Between -16% and +16%