Dataset Versions

v8

2023-05-24 7:30pm

Generated on May 24, 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 58%
572Images
Valid Set 21%
210Images
Test Set 21%
211Images

Preprocessing

Resize: Stretch to 2048x2048

Augmentations

Outputs per training example: 2
Crop: 44% Minimum Zoom, 44% Maximum Zoom
Saturation: Between -22% and +22%
Brightness: Between -27% and +27%
Exposure: Between -20% and +20%
Mosaic: Applied

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