Dataset Versions

v10

2023-05-28 12:21pm

Generated on May 28, 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 82%
1386Images
Valid Set 11%
178Images
Test Set 7%
123Images

Preprocessing

Resize: Fit (reflect edges) in 640x640
Modify Classes: 7 remapped, 7 dropped

Augmentations

Outputs per training example: 2
Mosaic: Applied

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