Dataset Versions
v6
2024-01-02 2:06am
Generated on Jan 2, 2024
1753 Total Images
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Dataset Split
Train Set 63%
1110Images
Valid Set 21%
363Images
Test Set 16%
280Images
Preprocessing
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 23% Maximum Zoom
Grayscale: Apply to 15% of images
Hue: Between -16° and +16°
Saturation: Between -20% and +20%
Brightness: Between -7% and +7%
Exposure: Between -8% and +8%
Blur: Up to 3px
Noise: Up to 1.81% of pixels