coffee-bean-segment Computer Vision Dataset
36115 Total Images
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Dataset Split
Train Set 86%
30976Images
Valid Set 7%
2597Images
Test Set 7%
2542Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 4
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 1.01% of pixels