Cattle Disease Computer Vision Model
12535 Total Images
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Dataset Split
Train Set 88%
11020Images
Valid Set 8%
1064Images
Test Set 10%
1243Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 312x312
Grayscale: Applied
Random Sample: Include 100% train, 100% valid, 100% test
Augmentations
Outputs per training example: 2
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom