Dataset Versions
Versions
v1
2023-10-28 8:37pm
Generated on Oct 28, 2023
4496 Total Images
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Dataset Split
Train Set 82%
3684Images
Valid Set 9%
404Images
Test Set 9%
408Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
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