Dataset Versions
v2
2024-06-19 1:18pm
Generated on Jun 19, 2024
7056 Total Images
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Dataset Split
Train Set 88%
6174Images
Valid Set 8%
588Images
Test Set 4%
294Images
Preprocessing
Auto-Orient: Applied
Static Crop: 2-97% Horizontal Region, 25-61% Vertical Region
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Noise: Up to 1.37% of pixels