ACS

Football

Object Detection

Football Image Dataset

v11

2023-08-21 5:30pm

Generated on Aug 21, 2023

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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 87%
1320Images
Valid Set 8%
128Images
Test Set 4%
64Images

Preprocessing

Auto-Orient: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Rotation: Between -20° and +20°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Noise: Up to 10% of pixels
Cutout: 4 boxes with 7% size each