Dataset Versions

v17

2024-01-15 10:06pm

Generated on Jan 15, 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 91%
1043Images
Valid Set 5%
57Images
Test Set 4%
46Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Blur: Up to 0.8px
Bounding Box: Crop: 0% Minimum Zoom, 30% Maximum Zoom
Bounding Box: Noise: Up to 0.97% of pixels

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