Duong Tran

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Football Info Detection

Object Detection

Football Info Detection Image Dataset

Try Pre-Trained Model
Versions
2023-01-22 11:18pm
v3
Jan 22, 2023
2023-01-20 3:08pm
v2
Jan 20, 2023
v2

2023-01-20 3:08pm

Generated on Jan 20, 2023
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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518 Total Images

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Dataset Split

Train Set 87%
453Images
Valid Set 8%
43Images
Test Set 4%
22Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±2° Horizontal, ±16° Vertical
Saturation: Between -29% and +29%
Brightness: Between -18% and +18%
Noise: Up to 5% of pixels