Dataset Versions

v21

2023-06-06 2:46pm

Generated on Jun 6, 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 81%
1398Images
Valid Set 10%
169Images
Test Set 10%
169Images

Preprocessing

Resize: Fit within 640x640
Modify Classes: 7 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Exposure: Between -5% and +5%
Mosaic: Applied

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