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  - text-generation-inference
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  - label
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  ![10.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/tCeb4MVz79GCiOmMxkLcN.png)
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- Below is the updated documentation and usage example for **LabelPRO** – an image caption and annotation generator that provides detailed annotations in structured JSON format based on the given image.
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  # **LabelPRO**
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  **LabelPRO** is an advanced image caption and annotation generator optimized for generating detailed, structured JSON outputs. Built upon a powerful vision-language architecture with enhanced OCR and multilingual support, LabelPRO extracts high-quality captions and annotations from images for seamless integration into your applications.
 
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  - text-generation-inference
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  - label
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  ---
 
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  ![10.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/tCeb4MVz79GCiOmMxkLcN.png)
 
 
 
 
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  # **LabelPRO**
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  **LabelPRO** is an advanced image caption and annotation generator optimized for generating detailed, structured JSON outputs. Built upon a powerful vision-language architecture with enhanced OCR and multilingual support, LabelPRO extracts high-quality captions and annotations from images for seamless integration into your applications.