cocoDamage Computer Vision Model
1954 Total Images
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Dataset Split
Train Set 88%
1710Images
Valid Set 8%
163Images
Test Set 4%
81Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -13° and +13°
Saturation: Between -33% and +33%
Noise: Up to 1.64% of pixels