Dataset Versions

v51

2024-01-26 8:31pm

Generated on Jan 26, 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.
Other Formats
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Dataset Split

Train Set 85%
5201Images
Valid Set 10%
602Images
Test Set 5%
302Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x640
Modify Classes: 332 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°

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