Dataset Versions
v9
2023-08-25 10:41am
Generated on Aug 25, 2023
4539 Total Images
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Dataset Split
Train Set 93%
4230Images
Valid Set 4%
202Images
Test Set 2%
107Images
Preprocessing
Resize: Fit within 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Hue: Between -25° and +25°
Bounding Box: Brightness: Between 0% and +30%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels