Dataset Versions
Versions
v20
2023-05-08 2:42pm
Generated on May 8, 2023
23943 Total Images
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Dataset Split
Train Set 87%
20940Images
Valid Set 8%
1992Images
Test Set 4%
1011Images
Preprocessing
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 0.25px