Apple Defects Sorting Computer Vision Model
2486 Total Images
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Dataset Split
Train Set 87%
2170Images
Valid Set 9%
210Images
Test Set 4%
106Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down