Dataset Versions
v6
2023-11-27 7:48pm
Generated on Nov 27, 2023
4772 Total Images
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Dataset Split
Train Set 89%
4245Images
Valid Set 6%
287Images
Test Set 5%
240Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels