Soil Classification Image Dataset
Versions
v1
2023-07-20 4:08pm
Generated on Jul 20, 2023
4289 Total Images
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Dataset Split
Train Set 93%
3970Images
Valid Set 5%
204Images
Test Set 3%
115Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
Rotation: Between -30° and +30°
Shear: ±30° Horizontal, ±21° Vertical
Saturation: Between -34% and +34%
Noise: Up to 3% of pixels
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