Dataset Versions

v11

2023-11-08 12:58pm

Generated on Nov 8, 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 82%
8054Images
Valid Set 12%
1150Images
Test Set 6%
575Images

Preprocessing

Resize: Stretch to 540x540

Augmentations

Outputs per training example: 2
Saturation: Between -36% and +36%
Brightness: Between -41% and +41%
Blur: Up to 2.5px

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