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gender classification 0.1

Classification

gender classification 0.1 Image Dataset

Versions
2023-05-29 12:08am
v1
May 28, 2023
v1

2023-05-29 12:08am

Generated on May 28, 2023
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2763 Total Images

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Dataset Split

Train Set 88%
2418Images
Valid Set 8%
230Images
Test Set 4%
115Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 19% Maximum Zoom
Shear: ±15° Horizontal, ±20° Vertical
Hue: Between -45° and +45°
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 6% of pixels
Cutout: 4 boxes with 10% size each