Dataset Versions
v3
2023-10-08 6:52pm
Generated on Oct 8, 2023
922 Total Images
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Dataset Split
Train Set 88%
807Images
Valid Set 8%
77Images
Test Set 4%
38Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 25% of images
Hue: Between -88° and +88°
Saturation: Between -25% and +25%
Exposure: Between -14% and +14%
Noise: Up to 6% of pixels