walls Computer Vision Dataset
443 Total Images
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Dataset Split
Train Set 82%
363Images
Valid Set 14%
60Images
Test Set 4%
20Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 10% of images
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%