概述
前面分别介绍了新版人脸识别服务接口的开通、JAVA SDK对通用人脸识别通用方法的调用、C# SDK使用方法及1:N人脸识别接口的调用，可以参考阿里云人脸识别公测使用说明、阿里云人脸识别 1:N 使用简明示例及阿里云新版人脸识别 C# 使用示例教程，本文主要介绍如何使用Python程序调用阿里云新版人脸识别接口。
操作步骤
1、SDK安装：aliyun-python-sdk-core
2、Code Sample
from aliyunsdkcore.client import AcsClient
from aliyunsdkcore.request import CommonRequest
# DefaultProfile.getProfile的参数分别是地域，access_key_id, access_key_secret
client = AcsClient("********", "********", "cn-shanghai")
# DetectFace API 人脸检测定位
def DetectFace(imageUrl_1:"待检测图片URL"):
request = CommonRequest()
request.set_method("POST")
request.set_domain("face.cn-shanghai.aliyuncs.com")
request.set_action_name("DetectFace")
request.set_version("2018-12-03")
request.set_accept_format('json')
request.add_body_params("ImageUrl", imageUrl_1)
response = client.get_response(request)
response_str = str(response[2], 'utf-8') # bytes 转 string
print(response_str) # 打印输出结果
# VerifyFace API 人脸对比
def VerifyFace(imageUrl_1:"待对比的图片URL_1", imageUrl_2:"待对比的图片URL_2"):
request = CommonRequest()
request.set_method("POST")
request.set_domain("face.cn-shanghai.aliyuncs.com")
request.set_action_name("VerifyFace")
request.set_version("2018-12-03")
request.set_accept_format('json')
request.add_body_params("ImageUrl1", imageUrl_1)
request.add_body_params("ImageUrl2", imageUrl_2)
response = client.get_response(request)
response_str = str(response[2], 'utf-8') # bytes 转 string
print(response_str) # 打印输出结果
# GetFaceAttribute API 人脸属性识别
def GetFaceAttribute(imageUrl_1:"待检测图片URL"):
request = CommonRequest()
request.set_method("POST")
request.set_domain("face.cn-shanghai.aliyuncs.com")
request.set_action_name("GetFaceAttribute")
request.set_version("2018-12-03")
request.set_accept_format('json') # 设置返回的结果
request.add_body_params("ImageUrl", imageUrl_1)
response = client.get_response(request)
response_str = str(response[2], 'utf-8') # bytes 转 string
print(response_str) # 打印输出结果
# AddFace接口用于向人脸库中添加人脸
def AddFace(groupName:"添加人脸的分组", person:"添加人脸的姓名", image:"添加人脸的编号", imageUrl:"添加人脸图片的URL"):
request = CommonRequest()
request.set_method("POST")
request.set_domain("face.cn-shanghai.aliyuncs.com")
request.set_version("2018-12-03")
request.set_action_name("AddFace")
request.add_body_params("Group", groupName)
request.add_body_params("Person", person)
request.add_body_params("Image", image)
request.set_accept_format('json') # 设置返回的结果
request.add_body_params("ImageUrl", imageUrl)
# request.putBodyParameter("Content", "/9j/4AAQSkZJRgABA..."); //检测图片的内容，Base64编码
response = client.get_response(request)
response_str = str(response[2], 'utf-8') # bytes 转 string
print(response_str) # 打印输出结果
# DeleteFace接口用于从人脸库中删除人脸
def DeleteFace(groupName:"添加人脸的分组", person:"添加人脸的姓名", image:"添加人脸的编号"):
request = CommonRequest()
request.set_method("POST")
request.set_domain("face.cn-shanghai.aliyuncs.com")
request.set_version("2018-12-03")
request.set_action_name("DeleteFace")
request.add_body_params("Group", groupName)
request.add_body_params("Person", person)
request.add_body_params("Image", image)
request.set_accept_format('json') # 设置返回的结果
response = client.get_response(request)
response_str = str(response[2], 'utf-8') # bytes 转 string
print(response_str) # 打印输出结果
# ListFace接口用于列举注册库中的人脸
def ListFace(groupName:"需要查询的库"):
request = CommonRequest()
request.set_method("POST")
request.set_domain("face.cn-shanghai.aliyuncs.com")
request.set_version("2018-12-03")
request.set_action_name("ListFace")
request.add_body_params("Group", groupName)
request.set_accept_format('json') # 设置返回的结果
response = client.get_response(request)
response_str = str(response[2], 'utf-8') # bytes 转 string
print(response_str) # 打印输出结果
# ListGroup接口用于列举人脸组
def ListGroup():
request = CommonRequest()
request.set_method("POST")
request.set_domain("face.cn-shanghai.aliyuncs.com")
request.set_version("2018-12-03")
request.set_action_name("ListGroup")
request.set_accept_format('json') # 设置返回的结果
response = client.get_response(request)
response_str = str(response[2], 'utf-8') # bytes 转 string
print(response_str) # 打印输出结果
# RecognizeFace接口用于查找注册库中的人脸
def RecognizeFace(recognizeFaceImageUrl, groupName):
request = CommonRequest()
request.set_method("POST")
request.set_domain("face.cn-shanghai.aliyuncs.com")
request.set_version("2018-12-03")
request.set_action_name("RecognizeFace")
request.add_body_params("Group", groupName)
request.add_body_params("ImageUrl", recognizeFaceImageUrl)
request.set_accept_format('json') # 设置返回的结果
response = client.get_response(request)
response_str = str(response[2], 'utf-8') # bytes 转 string
print(response_str) # 打印输出结果
if __name__ == '__main__':
groupName = "defaultPythonDemo2"
person = "LiuYifei"
image_1 = "photo1"
image_2 = "photo2"
imageUrl_1 = "https://timgsa.baidu.com/timg?image&quality=80&size=b9999_10000&sec=1559655604341&di=3d6995f6dee1c4795d1827e754a00452&imgtype=0&src=http%3A%2F%2Fimg0.ph.126.net%2F90u9atgu46nnziAm1NMAGw%3D%3D%2F6631853916514183512.jpg"
imageUrl_2 = "https://timgsa.baidu.com/timg?image&quality=80&size=b9999_10000&sec=1559655604338&di=ee3d8fb39f6e14a21852a4ac3f2c5a14&imgtype=0&src=http%3A%2F%2Fc4.haibao.cn%2Fimg%2F600_0_100_0%2F1473652712.0005%2F87c7805c10e60e9a6db94f86d6014de8.jpg"
recognizeFaceImageUrl = "https://timgsa.baidu.com/timg?image&quality=80&size=b9999_10000&sec=1559655604335&di=7b540d703955aed6d235752589aee34a&imgtype=0&src=http%3A%2F%2Fphotocdn.sohu.com%2F20140317%2FImg396736687.jpg"
print("基本功能测试：")
DetectFace(imageUrl_1)
GetFaceAttribute(imageUrl_1)
VerifyFace(imageUrl_1, imageUrl_2)
print("1：N人脸识别测试：")
AddFace(groupName, person, image_1, imageUrl_1)
AddFace(groupName, person, image_2, imageUrl_2)
# 列举Group
ListGroup()
# 列举Faces
ListFace(groupName)
# 人脸查询
RecognizeFace(recognizeFaceImageUrl, groupName)
# 删除Face
DeleteFace(groupName, person, image_1)
# 列举Faces查询删除情况
ListFace(groupName)
3、请求结果
基本功能测试：
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1：N人脸识别测试：
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