Dataset Versions
Versions
v1
2023-08-21 6:31pm
Generated on Aug 21, 2023
2530 Total Images
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Dataset Split
Train Set 96%
2421Images
Valid Set 3%
78Images
Test Set 1%
31Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -59% and +59%
Blur: Up to 1.25px
Noise: Up to 9% of pixels
Bounding Box: Exposure: Between -25% and +25%