Dataset Versions

v6

2024-03-16 2:17am

Generated on Mar 15, 2024

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 88%
1853Images
Valid Set 5%
105Images
Test Set 7%
137Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require at least 5% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -33% and +33%
Blur: Up to 0.5px

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