material classification Image Dataset
Versions
v1
2023-12-14 7:05pm
Generated on Dec 15, 2023
6058 Total Images
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Dataset Split
Train Set 88%
5301Images
Valid Set 8%
504Images
Test Set 4%
253Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -32% and +32%
Noise: Up to 5% of pixels
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