更新时间:2024-04-23 GMT+08:00
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图像内容审核(V2)

  1. 本章节对图像内容审核AK/SK方式使用SDK进行示例说明。

    示例代码中可以修改ImageDetectionReq的url或image方法配置图像信息(image和url参数二选一),示例中以url为例配置完成后运行即可。

    服务所在的应用区域和终端节点,详情请查看 地区和终端节点

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    # coding: utf-8
    
    from huaweicloudsdkcore.auth.credentials import BasicCredentials
    from huaweicloudsdkcore.exceptions import exceptions
    from huaweicloudsdkmoderation.v2.region.moderation_region import ModerationRegion
    from huaweicloudsdkmoderation.v2 import ModerationClient,RunImageModerationRequest,ImageDetectionReq
    import os
    
    if __name__ == "__main__":
        # 认证用的ak和sk硬编码到代码中或者明文存储都有很大的安全风险建议在配置文件或者环境变量中密文存放使用时解密确保安全
        # 本示例以ak和sk保存在环境变量中来实现身份验证为例运行本示例前请先在本地环境中设置环境变量HUAWEICLOUD_SDK_AK和HUAWEICLOUD_SDK_SK
        ak = os.getenv("HUAWEICLOUD_SDK_AK")
        sk = os.getenv("HUAWEICLOUD_SDK_SK")
        credentials = BasicCredentials(ak, sk)
    
        client = ModerationClient.new_builder() \
            .with_credentials(credentials) \
            .with_region(ModerationRegion.value_of("xxx")) \   //把xxx替换成服务所在的区域,例如北京四:cn-north-4。
            .build()
    
        try:
            request = RunImageModerationRequest()
            listImageDetectionReqCategoriesbody = [
                "terrorism",
                "porn",
                "ad"
            ]
            request.body = ImageDetectionReq(
                threshold=0,
                categories=listImageDetectionReqCategoriesbody,
                moderation_rule="default",
                url="https://XXX.jpg"  //此处替换为公网可以访问的图片地址
            )
            response = client.run_image_moderation(request)
            print(response.status_code)
            print(response)
        except exceptions.ClientRequestException as e:
            print(e.status_code)
            print(e.request_id)
            print(e.error_code)
            print(e.error_msg)
    
  2. 控制台输出200即表示程序执行成功,图像内容审核结果输出到控制台。
    200
    {"result": {"detail": { "porn": [{"confidence": 0.9883, "label": "normal"}, {"confidence": 0.0039, "label": "porn"}, {"confidence": 0.0078, "label": "sexy"}], "terrorism": [{"confidence": 0.0002, "label": "terrorist"}, {"confidence": 0.0002, "label": "fascist"}, {"confidence": 0.0001, "label": "cult"}, {"confidence": 0.0002}, {"confidence": 0.0001, "label": "kidnap"}, {"confidence": 0.0006, "label": "riot"}, {"confidence": 0.0001, "label": "parade"}, {"confidence": 0.0002, "label": "corpse"}, {"confidence": 0.0001, "label": "bloody"}, {"confidence": 0.0001, "label": "knife"}, {"confidence": 0.0001, "label": "gun"}, {"confidence": 0.0002, "label": "military_weapon"}, {"confidence": 0.0, "label": "special_characters"}, {"confidence": 0.9994, "label": "normal"}], "ad": [{"confidence": 0.0, "label": "ad"}, {"confidence": 1.0, "label": "normal"}]}, "suggestion": "pass", "category_suggestions": { "ad": "pass", "terrorism": "pass", "porn": "pass"}}}
    Process finished with exit code 0
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