Dataset Versions

v11

2023-03-02 3:52pm

Generated on Mar 2, 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 94%
729Images
Valid Set 4%
30Images
Test Set 2%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -20° and +20°
Saturation: Between -70% and +70%
Exposure: Between -22% and +22%
Bounding Box: Exposure: Between -22% and +22%
Bounding Box: Blur: Up to 4px

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