Dataset Versions

v21

2023-07-21 10:55am

Generated on Jul 21, 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%
666Images
Valid Set 9%
70Images
Test Set 5%
38Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Mosaic: Applied
Bounding Box: Blur: Up to 2.5px

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