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FaceAttribute

Classification

FaceAttribute Image Dataset

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Versions
2024-02-14 10:26am
v7
Feb 14, 2024
2023-12-19 7:07pm
v6
Dec 19, 2023
2023-12-18 10:49pm
v5
Dec 18, 2023
2023-12-18 10:38pm
v4
Dec 18, 2023
2023-12-18 11:03am
v3
Dec 18, 2023
2023-12-18 10:32am
v2
Dec 18, 2023
2023-12-18 10:31am
v1
Dec 18, 2023
v6

2023-12-19 7:07pm

Generated on Dec 19, 2023
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5067 Total Images

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Dataset Split

Train Set 85%
4320Images
Valid Set 11%
537Images
Test Set 4%
210Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 2
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -13% and +13%
Blur: Up to 1.75px
Noise: Up to 5% of pixels
Cutout: 4 boxes with 6% size each