Dataset Versions

v6

2023-01-17 4:21am

Generated on Jan 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 70%
984Images
Valid Set 20%
281Images
Test Set 10%
141Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 1
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Brightness: Between -30% and +30%
Bounding Box: Blur: Up to 10px

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