Dataset Versions

v5

2024-08-02 4:54am

Generated on Aug 2, 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.
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Dataset Split

Train Set 93%
1230Images
Valid Set 5%
64Images
Test Set 2%
24Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -21% and +21%
Noise: Up to 1.6% of pixels
Bounding Box: Blur: Up to 2.5px

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