watrem2 Computer Vision Dataset
172 Total Images
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Dataset Split
Train Set 87%
150Images
Valid Set 9%
15Images
Test Set 4%
7Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Noise: Up to 2% of pixels
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Exposure: Between -15% and +15%
Bounding Box: Blur: Up to 3px