bugmasker-all Computer Vision Model
1879 Total Images
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Dataset Split
Train Set 92%
1730Images
Valid Set 5%
97Images
Test Set 3%
52Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 500x500
Filter by Tag: 0 required, 1 dropped
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -10° and +10°
Saturation: Between -25% and +25%
Brightness: Between -10% and +10%
Exposure: Between -5% and +5%
Noise: Up to 0.1% of pixels