Dataset Versions

v12

2022-09-05 2:09pm

Generated on Sep 5, 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 88%
873Images
Valid Set 8%
80Images
Test Set 4%
41Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Blur: Up to 25px
Bounding Box: Blur: Up to 25px

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