Dataset Versions

v1

2022-12-20 11:27am

Generated on Dec 20, 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 61%
3360Images
Valid Set 19%
1064Images
Test Set 19%
1063Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Blur: Up to 10px
Noise: Up to 10% of pixels
Bounding Box: Brightness: Between -26% and +26%

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