Dataset Versions

v7

2022-07-11 5:12pm

Generated on Jul 11, 2022

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 90%
3921Images
Valid Set %
0Images
Test Set 10%
458Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Cutout: 3 boxes with 10% size each

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