Dataset Versions
v1
2024-01-17 1:23pm
Generated on Jan 17, 2024
820 Total Images
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Dataset Split
Train Set 87%
717Images
Valid Set 8%
69Images
Test Set 4%
34Images
Preprocessing
Auto-Orient: Applied
Static Crop: 27-90% Horizontal Region, 17-67% Vertical Region
Resize: Stretch to 240x240
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 0.85% of pixels