WallAndRoof Computer Vision Model
2691 Total Images
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Dataset Split
Train Set 98%
2631Images
Valid Set 1%
27Images
Test Set 1%
33Images
Preprocessing
Resize: Fit within 1024x1024
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Exposure: Between -10% and +10%
Noise: Up to 2.91% of pixels