Dataset Versions
v18
2023-02-21 9:21am
Generated on Feb 21, 2023
497 Total Images
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Dataset Split
Train Set 69%
345Images
Valid Set 20%
97Images
Test Set 11%
55Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 10% of images
Hue: Between -13° and +13°
Saturation: Between -29% and +29%
Exposure: Between -15% and +15%
Noise: Up to 5% of pixels