Dataset Versions

v9

2023-05-28 1:39pm

Generated on May 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 86%
8188Images
Valid Set 7%
686Images
Test Set 7%
678Images

Preprocessing

Modify Classes: 3 remapped, 1 dropped
Filter Null: Require at least 70% of images to contain annotations.

Augmentations

Outputs per training example: 2
Blur: Up to 5px
Bounding Box: Crop: 0% Minimum Zoom, 37% Maximum Zoom

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