Anchal Kumar

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Hand scrubbing

Instance Segmentation

Hand scrubbing Image Dataset

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Versions
2024-04-15 10:27am
v4
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2 months ago
2024-04-02 5:54pm
v3
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3 months ago
2024-04-02 3:45pm
v2
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3 months ago
2024-04-01 3:55pm
v1
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3 months ago
v4

2024-04-15 10:27am

Generated on Apr 15, 2024
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6853 Total Images

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Dataset Split

Train Set 89%
6066Images
Valid Set 7%
491Images
Test Set 4%
296Images

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