Dataset Versions
Versions
v1
2024-08-04 7:40am
Generated on Aug 4, 2024
590 Total Images
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Dataset Split
Train Set 87%
516Images
Valid Set 8%
49Images
Test Set 4%
25Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -26° and +26°
Saturation: Between -12% and +12%
Brightness: Between -42% and +42%
Blur: Up to 1.5px
Bounding Box: Noise: Up to 0.89% of pixels