Hand scrubbing Dataset
v3
2024-04-02 5:54pm
Generated on Apr 2, 2024
4673 Total Images
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Dataset Split
Train Set 89%
4158Images
Valid Set 7%
311Images
Test Set 4%
204Images
Preprocessing
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 22% of images
Hue: Between -19° and +19°
Saturation: Between -33% and +33%
Brightness: Between -24% and +24%
Exposure: Between -14% and +14%
Blur: Up to 0.7px
Noise: Up to 1.32% of pixels