Dataset Versions

v12

2023-11-22 4:08pm

Generated on Nov 22, 2023

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 96%
417Images
Valid Set 3%
14Images
Test Set 1%
4Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 4 dropped

Augmentations

Outputs per training example: 3
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 10% of pixels