plant_diseases Dataset
v3
2024-09-04 6:38am
Generated on Sep 4, 2024
3189 Total Images
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Dataset Split
Train Set 87%
2790Images
Valid Set 8%
266Images
Test Set 4%
133Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1000x1000
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Blur: Up to 2.1px
Noise: Up to 1.25% of pixels
Mosaic: Applied