Dataset Versions

v5

V5

Generated on Oct 3, 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 87%
1062Images
Valid Set 9%
104Images
Test Set 5%
55Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Noise: Up to 4% of pixels
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Exposure: Between -20% and +20%
Bounding Box: Blur: Up to 2.5px

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