Dataset Versions

v18

Test-18

Generated on Mar 18, 2024

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.
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Dataset Split

Train Set 77%
6762Images
Valid Set 15%
1342Images
Test Set 8%
669Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require at least 10% of images to contain annotations.

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -45° and +45°

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