Dataset Versions

v9

2023-06-23 10:00am

Generated on Jun 23, 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 85%
9300Images
Valid Set 12%
1262Images
Test Set 3%
336Images

Preprocessing

Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 2
Grayscale: Apply to 75% of images
Bounding Box: Blur: Up to 0.5px

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