Dataset Versions

v11

2023-07-02 5:49pm

Generated on Jul 2, 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.
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Dataset Split

Train Set 84%
1600Images
Valid Set 11%
200Images
Test Set 5%
100Images

Preprocessing

Resize: Fit (reflect edges) in 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
Cutout: 2 boxes with 25% size each
Bounding Box: Rotation: Between -15° and +15°

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