本文档介绍人脸属性识别RecognizeFace的语法及示例。

功能描述

RecognizeFace可以识别检测人脸的性别、年龄、表情、眼镜四种属性,返回人脸的1024维深度学习特征。基于这个特征并按照特征比较规则,可以实现高性能的人脸识别。

前提条件

请确保您已开通人脸人体服务,详情请参见服务开通

输入限制

  • 图片格式:JPEG、JPG、PNG、BMP。
  • 图像大小:图像大小不超过3M。
  • 图像分辨率:图片建议大于5×5像素,图片中人脸建议大于64×64像素。
  • URL地址中不能包含中文字符。

调试

您可以在OpenAPI Explorer中直接运行该接口,免去您计算签名的困扰。运行成功后,OpenAPI Explorer可以自动生成SDK代码示例。

请求参数

名称 类型 是否必选 示例值 描述
Action String RecognizeFace

要执行的操作。取值:RecognizeFace。

ImageURL String http://viapi-test.oss-cn-shanghai.aliyuncs.com/sanjiye-meizi/%E4%BA%BA%E8%84%B8%E5%B1%9E%E6%80%A7%E8%AF%86%E5%88%AB.jpg

图片URL地址。当前仅支持上海地域的OSS链接,如何生成URL请参见生成URL

返回数据

名称 类型 示例值 描述
Data Struct

返回的结果数据内容。

AgeList List 55

图片中人脸年龄,取值范围0~100。如有多个人脸,依次返回多个人脸的年龄。

DenseFeatureLength Integer 1024

人脸识别返回的特征维度,目前固定为1024。

DenseFeatures List 0.022202443331480026

人脸识别返回的特征。如有多个人脸,则依次返回。

Expressions List 0

人脸识别的表情结果。包括:

  • 0:中性
  • 1:微笑
FaceCount Integer 1

检测出来的人脸个数。

FaceProbabilityList List 1

返回人脸检测的概率,取值范围0~1。如有多个人脸,则依次返回。例如有两个人脸则返回[face_prob1, face_prob2]

FaceRectangles List [215,57,172, 229]

返回人脸矩形框,格式为[left, top, width, height]。如有多个人脸,则依次顺延,返回矩形框。例如有两个人脸则返回[left1, top1, width1, height1, left2, top2, width2, height2]

GenderList List 1

识别到的人脸性别。如有多个人脸,则依次返回。

  • 0:女性
  • 1:男性
Glasses List 1

人脸是否佩戴眼镜。

  • 0:不戴眼镜
  • 1:戴眼镜
LandmarkCount Integer 105

人脸检测的特征点数目,目前固定为105点。依次为:眉毛24点,眼睛32点,鼻子6点,嘴巴34点,外轮廓9点。

Landmarks List 213.98641967773438

人脸的特征点定位结果,每个人脸返回一组特征点位置,表示方式为(x0, y0, x1, y1, ……)。如有多个人脸,则依次返回,返回定位浮点数。

PoseList List [-15.702389717102051, 8.4830875396728516,0.080579757690429688"]

返回人脸姿态,格式为[yaw, pitch, roll]。如有多个人脸,则依次返回。

  • yaw为左右角度,取值范围-90~90。
  • pitch为上下角度,取值范围-90~90。
  • roll为平面旋转角度,取值范围-180~180。
Pupils List [243.02786254882812,149.0238037109375,7.3701672554016113,315.86138916015625,140.451416015625,7.3701672554016113]

左右两个瞳孔的中心点坐标和半径,每个人脸6个浮点数,顺序为[left_iris_cenpt.x, left_iris_cenpt.y, left_iris_radius, right_iris_cenpt.x, right_iris_cenpt.y, right_iris_radis]

RequestId String B0760ABB-F70C-4B00-B9FF-4BD553B4233E

请求ID。

示例

请求示例

http(s)://[Endpoint]/?Action=RecognizeFace
&ImageURL=http://viapi-test.oss-cn-shanghai.aliyuncs.com/sanjiye-meizi/%E4%BA%BA%E8%84%B8%E5%B1%9E%E6%80%A7%E8%AF%86%E5%88%AB.jpg
&<公共请求参数>

正常返回示例

XML 格式

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<Data>
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    <FaceRectangles>57</FaceRectangles>
    <FaceRectangles>172</FaceRectangles>
    <FaceRectangles>229</FaceRectangles>
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    <PoseList>-15.702389717102051</PoseList>
    <PoseList>8.4830875396728516</PoseList>
    <PoseList>0.080579757690429688</PoseList>
    <Pupils>243.02786254882812</Pupils>
    <Pupils>149.0238037109375</Pupils>
    <Pupils>7.3701672554016113</Pupils>
    <Pupils>315.86138916015625</Pupils>
    <Pupils>140.451416015625</Pupils>
    <Pupils>7.3701672554016113</Pupils>
    <GenderList>1</GenderList>
    <DenseFeatures>-0.037511065602302551</DenseFeatures>
    <DenseFeatures>0.022202443331480026</DenseFeatures>
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}

错误码

关于人脸属性识别的错误码,详情请参见常见错误码

SDK参考

单击SDK简介查看SDK信息。