图像内容审核（批量）（V2）

示例代码中可以修改ImageBatchModerationReq的urls配置待审核的图像url（仅支持url方式），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 。

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44

# 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,RunImageBatchModerationRequest,ImageBatchModerationReq
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 = RunImageBatchModerationRequest()
        listImageBatchModerationReqCategoriesbody = [
            "terrorism",
            "porn",
            "ad"
        ]
        listImageBatchModerationReqUrlsbody = [
            "https://XXX.jpg"   //此处替换为公网可以访问的图片地址
        ]
        request.body = ImageBatchModerationReq(
            threshold=0,
            categories=listImageBatchModerationReqCategoriesbody,
            urls=listImageBatchModerationReqUrlsbody
        )
        response = client.run_image_batch_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)

200
{'result': [{'category_suggestions': {'ad': 'pass',
                                      
                                      'porn': 'pass',
                                      'terrorism': 'pass'},
             'detail': {
                        'ad': [{'confidence': 0.0, 'label': 'ad'},
                               {'confidence': 1.0, 'label': 'normal'}],
                        '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': 0.0001, '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'}]},
             'suggestion': 'pass',
             'url': 'https://sdk-obs-source-save.obs.cn-north-4.myhuaweicloud.com/terrorism.jpg'}]}

Process finished with exit code 0