多种人脸属性识别（python）

水深无声 2022-03-27 02:06 308阅读 0赞

### **基于 Python +  百度AI 开发的多种人脸属性识别程序** ###

**可检测**：年龄、 颜值、表情、脸型、性别、眼镜、情绪等各种人脸属性

程序代码如下：

# -*- coding:utf-8 -*-
    from aip import AipFace
    import base64
    
    
    def shibe(file):
        """ 你的 APPID AK SK """
        APP_ID = ''
        API_KEY = ''
        SECRET_KEY = ''
        client = AipFace(APP_ID, API_KEY, SECRET_KEY)
    
        with open(file, "rb") as f:
            data = f.read()
            encodestr = base64.b64encode(data)  # 得到 byte 编码的数据
            images = str(encodestr, 'utf-8')  # 重新编码数据
        image = images
        imageType = "BASE64"
    
        """ 调用人脸检测 """
        # m = client.detect(image, imageType)
    
        """ 如果有可选参数 """
        options = {}
        options["face_field"] = "age,beauty,expression,face_shape,gender,glasses,emotion"
    
        """ 带参数调用人脸检测 """
        m = client.detect(image, imageType, options)
        if m["error_msg"] == "SUCCESS":
            mm = m["result"]
            print(mm)
            num = mm["face_num"]
            mmm = mm["face_list"][0]
            age = mmm["age"]
            beauty = mmm["beauty"]
    
            # 表情
            exp = {'none': "不笑", 'smile': "微笑", 'laugh': "大笑"}
            expression = mmm["expression"]['type']
            if expression in exp:
                expressions = exp[expression]
            else:
                expressions = "未知"
    
            # 脸型
            face = {'square': '正方形', 'triangle': '三角形', 'oval': '椭圆', 'heart': '心形', 'round': '圆形'}
            face_shape = mmm["face_shape"]['type']
            if face_shape in face:
                face_shapes = face[face_shape]
            else:
                face_shapes = "未知"
    
            # 性别
            gen = {'male': '男', 'female': '女'}
            gender = mmm["gender"]['type']
            if gender in gen:
                genders = gen[gender]
            else:
                genders = "未知"
    
            # 眼镜
            gla = {'none': '无眼镜', 'common': '普通眼镜', 'sun': '墨镜'}
            glasses = mmm["glasses"]['type']
            if glasses in gla:
                glassess = gla[glasses]
            else:
                glassess = "未知"
    
            # 情绪
            emo = {'angry': '愤怒', 'disgust': '厌恶', 'fear': '恐惧', 'happy':'高兴', 'sad': '伤心', 'surprise': '惊讶', 'neutral': '无情绪'}
            emotion = mmm["emotion"]['type']
            if emotion in emo:
                emotions = emo[emotion]
            else:
                emotions = "未知"
    
            print("人脸数：%d, 年龄：%d, 颜值：%d, 表情：%s, 脸型：%s, 性别：%s, 眼镜：%s, 情绪：%s"
                  %(num, age, beauty, expressions, face_shapes, genders, glassess, emotions))
    
    if __name__ == '__main__':
        shibie("666.jpg")  # 人脸图片地址

**需要安装相关库：**

pip install aip
    pip install base64