Dataset Versions

v22

2023-10-07 11:19pm

Generated on Oct 7, 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 99%
2703Images
Valid Set 1%
16Images
Test Set 0%
8Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 47% Maximum Zoom
Saturation: Between -40% and +40%
Blur: Up to 4.5px
Noise: Up to 3% of pixels

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