Dataset Versions

v6

2023-03-22 11:15pm

Generated on Mar 22, 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%
273Images
Valid Set 8%
26Images
Test Set 4%
13Images

Preprocessing

Resize: Stretch to 640x416

Augmentations

Outputs per training example: 3
Cutout: 20 boxes with 3% size each
Mosaic: Applied

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