Dataset Versions

v6

2023-03-26 8:52pm

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%
10986Images
Valid Set 4%
509Images
Test Set 3%
314Images

Preprocessing

Modify Classes: 36 remapped, 7 dropped

Augmentations

Outputs per training example: 5
Bounding Box: Noise: Up to 1% of pixels

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