Dataset Versions

v8

2023-03-27 3:10pm

Generated on Mar 27, 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.
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Dataset Split

Train Set 93%
12106Images
Valid Set 4%
576Images
Test Set 3%
382Images

Preprocessing

Modify Classes: 43 remapped, 9 dropped

Augmentations

Outputs per training example: 5
Bounding Box: Noise: Up to 2% of pixels

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