Dataset Versions
v2
2024-05-19 3:33pm
Generated on May 19, 2024
2831 Total Images
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Dataset Split
Train Set 88%
2478Images
Valid Set 8%
235Images
Test Set 4%
118Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal
Hue: Between -20° and +20°
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 0.7% of pixels