Dataset Versions

v4

2023-06-26 7:07am

Generated on Jun 26, 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 87%
5022Images
Valid Set 8%
468Images
Test Set 5%
261Images

Preprocessing

Auto-Orient: Applied
Tile: 3 rows x 3 columns
Filter Null: Require at least 5% of images to contain annotations.

Augmentations

Outputs per training example: 3
Blur: Up to 1.5px
Bounding Box: Brightness: Between -40% and +40%

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