Dataset Versions
v2
2023-11-24 1:54pm
Generated on Nov 24, 2023
3065 Total Images
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Dataset Split
Train Set 93%
2838Images
Valid Set 4%
115Images
Test Set 4%
112Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -9° and +9°
Saturation: Between -30% and +30%
Brightness: Between -16% and +16%
Exposure: Between -20% and +20%
Blur: Up to 1.5px
Noise: Up to 3% of pixels