Dataset Versions
v3
2023-05-15 12:22pm
Generated on May 15, 2023
2815 Total Images
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Dataset Split
Train Set 92%
2592Images
Valid Set 4%
121Images
Test Set 4%
102Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -45% and +45%
Exposure: Between -7% and +7%
Blur: Up to 1px
Noise: Up to 2% of pixels
Mosaic: Applied