图像识别 IMAGE-媒资图像标签示例

时间：2024-12-05 11:24:31

图像识别 IMAGE

媒资图像标签示例

本章节对媒资图像标签AK/SK方式使用SDK进行示例说明。

媒资图像标签示例代码只需将AK/SK信息替换为实际AK/SK，代码中可以使用ImageMediaTaggingReq中的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。
endpoint是华为云各服务应用区域和各服务的终端节点，详情请查看地区和终端节点。

媒资图像标签调用示例代码如下：

# coding: utf-8

from huaweicloudsdkcore.auth.credentials import BasicCredentials
from huaweicloudsdkimage.v2.region.image_region import ImageRegion
from huaweicloudsdkcore.exceptions import exceptions
from huaweicloudsdkimage.v2 import *

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 = ImageClient.new_builder() \
        .with_credentials(credentials) \
        .with_region(ImageRegion.value_of("cn-north-4")) \  //此处替换为您开通服务的区域
        .build()

    try:
        request = RunImageMediaTaggingRequest()
        request.body = ImageMediaTaggingReq(
            threshold=10,
            language="zh",
            url="https://XXX.jpg"  //此处替换为公网可以访问的图片地址
        )
        response = client.run_image_media_tagging(request)
        print(response)
    except exceptions.ClientRequestException as e:
        print(e.status_code)
        print(e.request_id)
        print(e.error_code)
        print(e.error_msg)

执行示例代码文件，控制台输出媒资图像标签结果即表示程序执行成功。相关参数说明请参考媒资图像标签API。

 {"result": {"tags": [{"confidence": "83.15", "type": "社会", "tag": "火灾", "i18n_tag": {"zh": "火灾", "en": "Fire"}, "i18n_type": {"zh": "社会", "en": "Society"}, "instances": []}, {"confidence": "70.21", "type": "其他", "tag": "火", "i18n_tag": {"zh": "火", "en": "Fire"}, "i18n_type": {"zh": "其他", "en": "Other"}, "instances": []}, {"confidence": "53.63", "type": "学科科学", "tag": "火球", "i18n_tag": {"zh": "火球", "en": "Fireball"}, "i18n_type": {"zh": "学科科学", "en": "Subject science"}, "instances": []}, {"confidence": "53.45", "type": "其他", "tag": "营火", "i18n_tag": {"zh": "营火", "en": "Campfire"}, "i18n_type": {"zh": "其他", "en": "Other"}, "instances": []}, {"confidence": "50.73", "type": "人工场景", "tag": "林业局", "i18n_tag": {"zh": "林业局", "en": "Forestry bureau"}, "i18n_type": {"zh": "人工场景", "en": "Manual scenario"}, "instances": []}, {"confidence": "50.34", "type": "其他", "tag": "烧毁的", "i18n_tag": {"zh": "烧毁的", "en": "Burned"}, "i18n_type": {"zh": "其他", "en": "Other"}, "instances": []}, {"confidence": "46.63", "type": "场景", "tag": "火焰", "i18n_tag": {"zh": "火焰", "en": "Flame"}, "i18n_type": {"zh": "场景", "en": "Scene"}, "instances": []}, {"confidence": "45.27", "type": "其他", "tag": "燃烧", "i18n_tag": {"zh": "燃烧", "en": "Burning"}, "i18n_type": {"zh": "其他", "en": "Other"}, "instances": []}, {"confidence": "41.32", "type": "职业/角色", "tag": "消防员", "i18n_tag": {"zh": "消防员", "en": "Fireman"}, "i18n_type": {"zh": "职业/角色", "en": "Career/Role"}, "instances": []}, {"confidence": "39.97", "type": "动作", "tag": "烧香", "i18n_tag": {"zh": "烧香", "en": "Incense burning"}, "i18n_type": {"zh": "动作", "en": "Action"}, "instances": []}]}}

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