Coffee Leaf Disease Detection Computer Vision Model
4280 Total Images
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Dataset Split
Train Set 88%
3774Images
Valid Set 8%
337Images
Test Set 4%
169Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 22% Maximum Zoom
Rotation: Between -13° and +13°
Shear: ±14° Horizontal, ±14° Vertical
Grayscale: Apply to 16% of images
Brightness: Between -24% and +24%
Blur: Up to 4.8px