Dataset Versions
v8
2024-05-26 12:55am
Generated on May 26, 2024
535 Total Images
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Dataset Split
Train Set 90%
480Images
Valid Set 7%
35Images
Test Set 4%
20Images
Preprocessing
Resize: Fit within 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Saturation: Between -5% and +5%
Brightness: Between -5% and +0%
Exposure: Between -5% and +5%
Bounding Box: Brightness: Between -5% and +0%
Bounding Box: Exposure: Between -3% and +3%
Bounding Box: Blur: Up to 1px
Bounding Box: Noise: Up to 0.15% of pixels