Dataset Versions

v1

2023-11-18 3:29pm

Generated on Nov 18, 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 83%
3390Images
Valid Set 12%
496Images
Test Set 5%
206Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Brightness: Between -58% and +58%
Bounding Box: Blur: Up to 4.75px
Bounding Box: Noise: Up to 16% of pixels