Dataset Versions
v2
2023-03-22 7:38pm
Generated on Mar 22, 2023
10757 Total Images
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Dataset Split
Train Set 90%
9681Images
Valid Set 6%
646Images
Test Set 4%
430Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 5% of images
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Blur: Up to 2.5px
Bounding Box: Brightness: Between -40% and +40%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 8px