Dataset Versions

v8

2023-07-16 11:15pm

Generated on Jul 16, 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 89%
3766Images
Valid Set 5%
230Images
Test Set 5%
230Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Noise: Up to 5% of pixels
Cutout: 10 boxes with 5% size each

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