Shypd.aiThe largest open index of AI toolsLISA is a Data & Analytics tool that performs reasoning segmentation via large language models. It integrates language understanding with visual segmentation to output segmentation masks based on complex text queries.
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LISA, which stands for Large-language Instructed Segmentation Assistant, is an open-source project designed for reasoning segmentation using large language models. It addresses the novel task of outputting a segmentation mask given complex and implicit query text, integrating advanced language understanding with visual segmentation capabilities. LISA can handle cases involving complex reasoning, world knowledge, explanatory answers, and multi-turn conversations. It demonstrates robust zero-shot capability and can be further enhanced by fine-tuning with reasoning segmentation image-instruction pairs. The project includes models, training code, inference capabilities, and a dataset for reasoning segmentation, making it a comprehensive solution for researchers and developers in AI and computer vision.
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