Dataset Versions

v2

2022-08-09 7:03pm

Generated on Aug 10, 2022

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 92%
90Images
Valid Set 7%
7Images
Test Set 1%
1Images

Preprocessing

Filter Null: Require at least 95% of images to contain annotations.

Augmentations

Outputs per training example: 3
Mosaic: Applied

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