Dataset Versions

v8

v8

Generated on Feb 26, 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 92%
1785Images
Valid Set 5%
100Images
Test Set 3%
50Images

Preprocessing

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

Augmentations

Outputs per training example: 5
Hue: Between -100° and +100°
Saturation: Between -47% and +47%
Brightness: Between -34% and +34%
Mosaic: Applied