Dataset Versions
v15
2024-11-26 9:21am
Generated on Nov 26, 2024
3820 Total Images
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Dataset Split
Train Set 87%
3324Images
Valid Set 9%
351Images
Test Set 4%
145Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -5° and +5°
Grayscale: Apply to 3% of images
Brightness: Between -15% and +15%
Noise: Up to 0.02% of pixels