ArtCraft

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Mask Detection

Classification

Mask Detection Image Dataset

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Versions
2023-01-23 2:39pm
v1
Jan 23, 2023
v1

2023-01-23 2:39pm

Generated on Jan 23, 2023
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3339 Total Images

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Dataset Split

Train Set 88%
2925Images
Valid Set 8%
274Images
Test Set 4%
140Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 5% of pixels