Dataset Versions

v11

2023-01-02 8:46pm

Generated on Jan 2, 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.
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Dataset Split

Train Set 80%
923Images
Valid Set 10%
115Images
Test Set 10%
115Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 1
Bounding Box: Flip: Vertical
Bounding Box: Brightness: Between -25% and +25%

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