Dataset Versions

v18

Test Version

Generated on Jun 15, 2021

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 72%
667Images
Valid Set 19%
174Images
Test Set 10%
89Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 1
Brightness: Between -47% and +47%
Noise: Up to 9% of pixels

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