Edwinsum

Football

Object Detection

Football Image Dataset

v9

2022-11-24 12:51pm

Generated on Nov 24, 2022

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 88%
375Images
Valid Set 8%
35Images
Test Set 4%
17Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 15% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 2.5px