Dataset Versions
v3
2024-08-02 9:44am
Generated on Aug 2, 2024
4701 Total Images
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Dataset Split
Train Set 85%
3996Images
Valid Set 13%
603Images
Test Set 2%
102Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels