Dataset Versions
Versions
v1
2023-08-07 9:52pm
Generated on Aug 7, 2023
14760 Total Images
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Dataset Split
Train Set 88%
12915Images
Valid Set 8%
1230Images
Test Set 4%
615Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 10% of images
Saturation: Between -70% and +70%
Brightness: Between -30% and +30%
Exposure: Between -8% and +8%
Blur: Up to 1px
Noise: Up to 5% of pixels