Dataset Versions

v2

2023-04-25 1:30am

Generated on Apr 24, 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 88%
2894Images
Valid Set 6%
188Images
Test Set 6%
210Images

Preprocessing

Auto-Orient: Applied
Filter Null: Require at least 75% of images to contain annotations.

Augmentations

Outputs per training example: 3
Brightness: Between -45% and +45%

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