Fifa

fifa23

Object Detection

fifa23 Image Dataset

v4

2024-03-27 3:47pm

Generated on Mar 27, 2024

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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%
894Images
Valid Set 8%
85Images
Test Set 4%
43Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x360

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±11° Vertical
Exposure: Between -10% and +10%
Noise: Up to 0.93% of pixels

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