一个简单的基于百度api人脸检测工具

最新推荐文章于 2024-03-05 20:09:33 发布

Binbin_Sun

最新推荐文章于 2024-03-05 20:09:33 发布

阅读量1.1k

点赞数

CC 4.0 BY-SA版权

分类专栏：人脸相关文章标签：百度api 人脸检测人脸属性人脸

本文链接：https://blog.youkuaiyun.com/Binbin_Sun/article/details/83592651

人脸相关专栏收录该内容

3 篇文章

订阅专栏

本文介绍如何使用百度的人脸检测API进行图片的人脸属性分析，包括关键点、年龄、性别等，并提供了一个简单的封装示例，帮助开发者快速上手。

摘要生成于 C知道，由 DeepSeek-R1 满血版支持，前往体验 >

百度的人脸人脸检测API能够获得一幅图的属性信息，包括人脸关键点，框，年龄性别，颜值，清晰度，质量信息等，如下是一个简单的封装，能够直接获取人脸信息，有效期三十天，自己可以申请appId，app_key，有QPS=2的最大限制，不过简单的测试基本够用了，详细如下：

# -*- coding:utf-8 -*-
from aip import AipFace
import random
import base64
class baidui(object):
    def __init__(self):
        self.path = None
        self.APP_ID = None
        self.API_KEY = None
        self.SECRET_KEY = None
        self.filePath = None

    def getAPPID(self,ranNum):
        APP_ID = None
        API_KEY = None
        SECRET_KEY = None
        if ranNum ==0:
            APP_ID = '14353376'
            API_KEY ='ZwozYGhyUvMIQR4GcGXwdH2Y'
            SECRET_KEY = 'gX24HW4UrE8QcwH9ryCinn28F4QFGw4n'
        if ranNum==1:
            APP_ID = '14583156'
            API_KEY = '11y1QeeNaA1Lgh4SzaZ0h59G'
            SECRET_KEY = 'C47u4XKxy4eS3vjU98p7ujrByN6Iaevp'
        if ranNum==2:
            APP_ID = '14583166'
            API_KEY = 'uwN8ozLaLVwmQH7biGzonUAs'
            SECRET_KEY = 'cof4NFgtHtLTxj4RXppzWw0QLGM1IKeZ'
        if ranNum==3:
            APP_ID = '14583175'
            API_KEY = 'EUPOCeWQvUGEuCGojSTuwdBz'
            SECRET_KEY = 'SUvooBBBRvOyeOjsQ6EmUuf75malj9Rb'
        if ranNum==4:
            APP_ID = '14601956'
            API_KEY = 'tRC8SjSsW2X8bQBzP6dYVkhI'
            SECRET_KEY = 'R5T0A15hqRKHKvm6y6DUBhGifMidQlgI'
        if ranNum==5:
            APP_ID = '14602023'
            API_KEY = 'DTc1ZOVrPiuI5gZIZ6lsxmPl'
            SECRET_KEY = 'UUaS5LYfyS7K1yKDG5CTrvF3KevfiTRy'
        return APP_ID,API_KEY,SECRET_KEY
    def get_file_content(self,filePath):
        with open(filePath, 'rb') as fp:
            return fp.read()

    def get_img_attr(self,filePath):
        ranNum =random.randint(0,5)
        APP_ID, API_KEY, SECRET_KEY = self.getAPPID(ranNum)
        client = AipFace(APP_ID, API_KEY, SECRET_KEY)
        image = base64.b64encode(self.get_file_content(filePath))
        imageType = "BASE64"
        options = {}
        options["face_field"] = "quality"
        options["max_face_num"] = 3
        options["face_type"] = "LIVE"
        # options["image"] = image
        Infos = client.detect(image, imageType, options)
        return Infos