Shoeclass

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Shoe Classification

Classification

Shoe Classification Image Dataset

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Versions
2024-06-08 12:25am
v2
·
23 days ago
2024-05-31 6:26pm
v1
·
a month ago
v1

2024-05-31 6:26pm

Generated on May 31, 2024
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925 Total Images

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Dataset Split

Train Set 88%
810Images
Valid Set 8%
77Images
Test Set 4%
38Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.6% of pixels
Cutout: 1 boxes with 40% size each