Dataset Versions
v1
2024-04-22 10:14am
Generated on Apr 22, 2024
1945 Total Images
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Dataset Split
Train Set 87%
1701Images
Valid Set 8%
163Images
Test Set 4%
81Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 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 2.5px
Noise: Up to 0.5% of pixels