ExamTableSoccer

Table Soccer

Object Detection

Table Soccer Image Dataset

v5

2024-03-28 9:43am

Generated on Mar 28, 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 87%
615Images
Valid Set 8%
58Images
Test Set 5%
33Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 1024x1024

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 15% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Noise: Up to 0.22% of pixels