Dataset Versions

v18

2023-10-12 2:21pm

Generated on Oct 12, 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 93%
125Images
Valid Set 6%
8Images
Test Set 1%
2Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 16 remapped, 25 dropped

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal