bugcleaner Computer Vision Model
639 Total Images
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Dataset Split
Train Set 92%
590Images
Valid Set 5%
33Images
Test Set 3%
16Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 500x500
Grayscale: Applied
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px