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foot-detection-bbox

Object Detection

foot-detection-bbox Image Dataset

v17

2023-02-20 2:37pm

Generated on Feb 20, 2023

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Pascal VOC XML
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Dataset Split

Train Set 88%
456Images
Valid Set 7%
39Images
Test Set 5%
26Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 50-100% Vertical Region
Resize: Fit within 256x256

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -10% and +10%
Exposure: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 8% of pixels