Dataset Versions
v6
2023-08-24 7:35am
Generated on Aug 24, 2023
1882 Total Images
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Dataset Split
Train Set 95%
1779Images
Valid Set 4%
67Images
Test Set 2%
36Images
Preprocessing
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
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%
Blur: Up to 1.5px
Noise: Up to 1% of pixels