Mohamed Sobhy

Football analysis

Object Detection

Football analysis Image Dataset

v1

2022-02-19 4:13pm

Generated on Feb 19, 2022

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Pascal VOC XML
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Dataset Split

Train Set 96%
195Images
Valid Set 1%
3Images
Test Set 2%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 5% of pixels