Dataset Versions

v14

2023-07-18 1:52am

Generated on Jul 17, 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%
2772Images
Valid Set 4%
124Images
Test Set 8%
268Images

Preprocessing

Resize: Fit within 640x640
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -5% and +5%
Exposure: Between -2% and +2%
Noise: Up to 1% of pixels
Bounding Box: Brightness: Between -2% and +2%
Bounding Box: Blur: Up to 0.5px

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