Dataset Versions

v2

2023-09-28 9:23am

Generated on Sep 28, 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 94%
4124Images
Valid Set 6%
285Images
Test Set %
0Images

Preprocessing

Modify Classes: 1 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Blur: Up to 4px
Mosaic: Applied
Bounding Box: Blur: Up to 4px

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