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图像识别
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    • 图像识别

    看图识万物Lite

    更新时间：2026-10-29

    接口描述

    看图识万物（联网图像问答）基于视觉专家模型与多模态大模型技术，实现了万物精准识别和图像知识问答。它支持针对图像中的主体内容进行通识性知识问答，覆盖动植物、名人、影视、汽车、商品、文物等各类主体类型，整合权威百科及实时网络信息，输出高时效性、多维度的精准答案。适用于通用AI助手、智能硬件、科普问答等场景。

    看图识万物标准版：效果更好、应用场景最广。标准版可结合百度在线搜索、百度百科等内容，对图像本体和其相关内容进行回答。同时支持返回图像和文本搜索结果、百科结果和推荐问。能应用在各种场景。

    看图识万物Lite版：性能更佳、性价比更高。Lite版保留了看图识万物的核心能力：图像识别与图像主体问答。回答更简洁，面向更轻量化、更聚焦于图片本体内容的场景。不支持返回搜索结果、百科结果和推荐问。目前Lite版火热邀测中，如需测试可点击申请。

    请求说明

    请求示例

    HTTP 方法：POST

    请求URL： https://aip.baidubce.com/stream/2.0/image-classify/v1/object_recognition_lite

    URL参数：

    参数 值
    access_token 通过API Key和Secret Key获取的access_token,参考“Access Token获取”

    Header如下：

    参数 值
    Content-Type application/json

    Body中放置请求参数，要求使用json格式的结构体来描述一个请求的具体内容，参数详情如下：

    请求参数

    参数 是否必选 类型 说明
    image 和 url 二选一 string 图片数据，base64 编码后进行 urlencode，要求 base64 编码和 urlencode 后大小不超过 10M，最短边至少 64px，最长边最大 8192px，支持JPG/JPEG/PNG/BMP/WEBP格式
    优先级：messages > image > url，当 image 字段存在时，url 字段失效
    url 和 image 二选一 string 图片完整 url，url 长度不超过 1024 字节，要求 base64 编码和 urlencode 后大小不超过 10M，最短边至少 64px，最长边最大 8192px，支持JPG/JPEG/PNG/BMP/WEBP格式
    优先级：messages > image > url，当 image 字段存在时，url 字段失效
    请注意关闭URL防盗链
    question 是 string 提问信息，如“这张图片里是什么？”、“图中人物是谁，他最近拍了什么新电影”。
    优先级：messages > question
    messages 是 array 聊天历史信息列表，适用于多轮/多图信息输入，可替代 image/url+question，参数二选一，同时存在时默认选messages。
    说明：（1）messages成员不能为空，1个成员表示单轮对话，多个成员表示多轮对话（2）messages的role说明：第一条message的role必须user，role依次为user -> assistant -> user …（3）最后一个message为当前请求的信息，前面的message为历史对话信息（4）上下文窗口长度32k，图片不超过9张（5）支持system设定，设定方法为在第一条user的message前增加role为system的的成员，并在content的text里增加设定信息
    +role 是 string 当前支持以下：user：用户；assistant：对话助手；
    +content 是 array 图像相关信息
    ++type 是 string 当前支持以下类型：text：文本；image_url：图像url
    ++text 否 string 文本信息，当参数type为text时，必填
    ++image_url 否 object 图像url信息，当参数type为image_url时，必填
    +++url 否 string 图像url，说明：（1）支持传入图片链接或图片的Base64编码，传入 Base64 编码格式时，传入的格式需为：data:image/<图片格式>;base64,<Base64编码>（2）单个图像的大小不超过10MB。

    请求示例

        "messages": [
    {
            "role": "user",
            "content": [
                 {
                    "type": "image_url",
                    "image_url": {
                        "url": "https://cdn.pixabay.com/photo/2023/05/16/12/30/monarch-butterfly-7997440_1280.jpg"
                    }
                },
                {
                    "type": "text",
                    "text": "这种蝴蝶国内可以看到吗"
                }
            ]
        }
] 
}

    返回参数

    字段 类型 说明
    log_id uint64 唯一的log id，用于问题定位
    sentence_id number 当前流式返回的序号
    is_end bool 是否是最后一句流式返回，true：流式已结束；false：流式未结束
    result object 识万物结果返回结果列表
    +description string 针对输入的 question 问题，对图片内容进行分析识别后输出的答案，流式分段返回，内容为空且is_end为true时代表返回结束

    返回示例

    {
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