Dataset Versions
v4
2023-05-23 12:53pm
Generated on May 23, 2023
2749 Total Images
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Dataset Split
Train Set 91%
2493Images
Valid Set 4%
104Images
Test Set 6%
152Images
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