my-coffee-defects Computer Vision Model
65 Total Images
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Dataset Split
Train Set 88%
57Images
Valid Set 8%
5Images
Test Set 4%
3Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 800x600
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Exposure: Between -20% and +20%
Blur: Up to 2px
Noise: Up to 0.5% of pixels