James Mixon

Cards Zoomed

Object Detection

Cards Zoomed Image Dataset

v6

2024-06-07 12:01am

Generated on Jun 7, 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 85%
591Images
Valid Set 12%
85Images
Test Set 3%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 300x570

Augmentations

Outputs per training example: 3
Noise: Up to 0.22% of pixels