Dataset Versions

v4

2024-05-03 6:51am

Generated on May 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.
Other Formats
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Dataset Split

Train Set 92%
2800Images
Valid Set 5%
162Images
Test Set 3%
85Images

Preprocessing

Resize: Fit within 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 5
Exposure: Between -14% and +14%
Bounding Box: Flip: Vertical

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