Crack Instance segmentation Computer Vision Model
1320 Total Images
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Dataset Split
Train Set 82%
1080Images
Valid Set 11%
150Images
Test Set 7%
90Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Brightness: Between 0% and +15%