LISA

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    "@type": "SoftwareApplication",
    "@id": "https://agentsignals.ai/agents/lisa",
    "name": "LISA",
    "description": "LISA is a project developed by the dvlab-research team, aiming to achieve inference for image segmentation tasks through large language models (LLMs). The project explores how to apply powerful natural language processing capabilities to the field of computer vision to improve the accuracy and efficiency of image segmentation. LISA is open-sourced on GitHub, providing detailed documentation and code to facilitate its use and improvement by researchers and developers.",
    "url": "https://agentsignals.ai/agents/lisa",
    "applicationCategory": "研究",
    "operatingSystem": "GitHub",
    "sameAs": "https://github.com/dvlab-research/LISA",
    "installUrl": "https://github.com/dvlab-research/LISA",
    "offers": {
      "@type": "Offer",
      "price": "0",
      "priceCurrency": "USD",
      "description": "免费",
      "availability": "https://schema.org/InStock"
    },
    "featureList": [
      "Image segmentation using large language models",
      "Open-source code and documentation",
      "Supports multiple image datasets"
    ],
    "datePublished": "2025-12-05T17:14:26.205183+00:00",
    "dateModified": "2025-12-19T05:09:53.161794+00:00",
    "publisher": {
      "@type": "Organization",
      "name": "Agent Signals",
      "url": "https://agentsignals.ai"
    }
  },
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        "position": 1,
        "name": "Home",
        "item": "https://agentsignals.ai"
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        "name": "LISA",
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    "@type": "FAQPage",
    "mainEntity": [
      {
        "@type": "Question",
        "name": "What is LISA?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "LISA is a project that uses large language models for inference segmentation."
        }
      },
      {
        "@type": "Question",
        "name": "What features does LISA offer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Image segmentation using large language models, Open-source code and documentation, Supports multiple image datasets"
        }
      },
      {
        "@type": "Question",
        "name": "What are the use cases for LISA?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Medical image segmentation, Remote sensing image analysis, Autonomous driving environmental perception"
        }
      },
      {
        "@type": "Question",
        "name": "What are the advantages of LISA?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "创新地结合了NLP和CV技术, 开源促进了社区的贡献和改进, 具有高度的灵活性和可扩展性"
        }
      },
      {
        "@type": "Question",
        "name": "What are the limitations of LISA?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "对计算资源要求较高, 模型训练时间较长"
        }
      }
    ]
  }
]