Dataset Versions

v2

2022-12-08 7:49am

Generated on Dec 8, 2022

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 88%
594Images
Valid Set 8%
56Images
Test Set 4%
28Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 518x777

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 9% Maximum Zoom
Saturation: Between -5% and +5%
Blur: Up to 0.5px

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