Dataset Versions

v11

2023-10-20 7:20pm

Generated on Oct 20, 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%
1461Images
Valid Set 8%
140Images
Test Set 4%
70Images

Preprocessing

Filter Null: Require at least 20% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Brightness: Between -2% and +2%
Bounding Box: Blur: Up to 0.5px

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