Dataset Versions
v1
2023-02-28 11:46pm
Generated on Feb 28, 2023
7530 Total Images
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Dataset Split
Train Set 86%
6454Images
Valid Set 9%
646Images
Test Set 6%
430Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
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
Bounding Box: Noise: Up to 8% of pixels