Noor Baig

Football Analytics

Object Detection

Football Analytics Image Dataset

v4

2024-02-29 9:56pm

Generated on Feb 29, 2024

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 82%
812Images
Valid Set 12%
117Images
Test Set 6%
58Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Football-dkEI
163 images
Football-dkEI-8pOu
163 images
Football-ByZP-Football-dkEI-Njia
340 images
Football-ByZP-Football-dkEI-Njia-gyJ0
340 images
football-Football-dkEI
326 images