Dataset Versions

v10

2023-02-25 9:52am

Generated on Feb 25, 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 88%
2419Images
Valid Set 8%
218Images
Test Set 4%
123Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 2 remapped, 0 dropped
Filter Null: Require at least 50% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°

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