PaliGemma Vision Language Model For Form And Table Understanding | by Yogendra Sisodia | May, 2024

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Summary

● PaliGemma is a vision-language model that can be used for various tasks such as object detection, visual question answering, and image captioning.
● PaliGemma accepts both textual and image inputs to provide detailed and contextual responses.
● The model is powered by the SigLIP visual encoder and the Gemma language model, and uses full block-attention to generate output text.
● A function is provided to get output based on image path and prompt for different use cases such as forms, tables, and prospectuses.
● PaliGemma is lightweight and open-source, making it adaptable for different vision-language challenges.

Author: Yogendra Sisodia
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