Dataset Versions

v2

2024-03-19 9:04am

Generated on Mar 19, 2024

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 85%
4248Images
Valid Set 10%
489Images
Test Set 5%
241Images

Preprocessing

Modify Classes: 0 remapped, 4 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -30% and +30%
Exposure: Between -8% and +8%
Blur: Up to 4.5px

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