Dataset Versions
v5
2024-03-11 10:14am
Generated on Mar 11, 2024
7176 Total Images
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Dataset Split
Train Set 92%
6627Images
Valid Set 5%
352Images
Test Set 3%
197Images
Preprocessing
Auto-Orient: Applied
Dynamic Crop: Class: corrosion
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels