soil_classification Computer Vision Dataset
Versions
2428 Total Images
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Dataset Split
Train Set 82%
2000Images
Valid Set 12%
286Images
Test Set 6%
142Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%