house1 Computer Vision Dataset
14714 Total Images
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Dataset Split
Train Set 92%
13575Images
Valid Set 4%
571Images
Test Set 4%
568Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Exposure: Between -30% and +30%
Blur: Up to 3px