Dataset Versions

v9

ver5

Generated on Mar 29, 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%
5193Images
Valid Set %
0Images
Test Set 8%
430Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Saturation: Between -37% and +37%
Blur: Up to 2.5px
Bounding Box: Brightness: Between -7% and +7%
Bounding Box: Exposure: Between -9% and +9%

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