人脸属性识别 - 阿里云视觉智能开放平台

功能描述

人脸属性识别可以识别检测人脸的性别、年龄、表情、眼镜、帽子五种属性，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。

应用场景

客户群体分析：对商场内光顾的客户，识别其性别、年龄等信息，并刻画客户群体特征。

特色优势

覆盖多个年龄段。

前提条件

请确保您已开通人脸人体服务，若未开通服务请立即开通。

输入限制

图像格式：JPEG、JPG、PNG、BMP。
图像大小：不超过3M。
图像分辨率：大于32×32像素，小于2048×2048像素，人脸占比不低于64×64像素。
URL地址中不能包含中文字符。

说明当图像分辨率超过最大限制时，请先将图片进行缩放，调整图片大小，具体请参见图片缩放。

计费说明

关于人脸属性识别的计费方式及报价，请参见计费介绍。

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	是	RecognizeFace	要执行的操作。取值：RecognizeFace。
ImageURL	String	是	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	图像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。
BeuatyList	List	38	表示颜值分数，分数越高越美，取值范围(0,100]。
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：佩戴普通眼镜 2：佩戴墨镜
HatList	List	0	人脸是否佩戴帽子。 0：无帽子 1：有帽子
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]`。
Qualities	Struct		人脸质量情况，分数越高表示越有利于识别。
BlurList	List	95.37	人脸模糊度对识别的影响分数，分数越高越有利于识别，取值范围(0,100]。如有多个人脸，则依次顺延。
FnfList	List	100	人脸正确度对识别的影响分数，分数越高越有利于识别，取值范围(0,100]。如有多个人脸，则依次顺延。
GlassList	List	99.75	眼镜等上半脸遮挡对识别的影响分数，分数越高越有利于识别，取值范围(0,100]。如有多个人脸，则依次顺延。
IlluList	List	79.10	光照对识别的影响分数，分数越高越有利于识别，取值范围(0,100]。如有多个人脸，则依次顺延。
MaskList	List	88.3	口罩等下半脸遮挡对识别的影响分数，分数越高越有利于识别，取值范围(0,100]。如有多个人脸，则依次顺延。
NoiseList	List	77.39	图片噪声对识别的影响分数，分数越高越有利于识别，取值范围(0,100]。如有多个人脸，则依次顺延。
PoseList	List	99.82	姿态对识别的影响分数，分数越高越有利于识别，取值范围(0,100]。如有多个人脸，则依次顺延。
ScoreList	List	79.0	质量综合分数，分数越高越有利于识别，取值范围(0,100]。如有多张人脸，则依次返回。
RequestId	String	A9E10E46-B47A-4114-913C-7D29A05ADC5B	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

<RequestId>A9E10E46-B47A-4114-913C-7D29A05ADC5B</RequestId>
<Data>
    <BeuatyList>38</BeuatyList>
    <FaceRectangles>216</FaceRectangles>
    <FaceRectangles>51</FaceRectangles>
    <FaceRectangles>163</FaceRectangles>
    <FaceRectangles>240</FaceRectangles>
    <Qualities>
        <NoiseList>99.279060363769531</NoiseList>
        <ScoreList>85.261680603027344</ScoreList>
        <BlurList>99.984916687011719</BlurList>
        <MaskList>71.554107666015625</MaskList>
        <GlassList>98.803001403808594</GlassList>
        <FnfList>99.999954223632812</FnfList>
        <PoseList>12.660881996154785</PoseList>
        <IlluList>99.910720825195312</IlluList>
    </Qualities>
    <DenseFeatureLength>1024</DenseFeatureLength>
    <PoseList>-13.544629096984863</PoseList>
    <PoseList>6.4429731369018555</PoseList>
    <PoseList>0.21111154556274414</PoseList>
    <GenderList>1</GenderList>
    <Pupils>243.77923583984375</Pupils>
    <Pupils>149.2655029296875</Pupils>
    <Pupils>7.116520881652832</Pupils>
    <Pupils>316.19290161132812</Pupils>
    <Pupils>141.7398681640625</Pupils>
    <Pupils>7.116520881652832</Pupils>
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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

阿里云视觉AI能力支持使用SDK调用，具体可参见SDK总览下载安装。

安全声明

请确保上传的图片或文件来源符合相应的法律法规。
通过体验调试上传的临时文件有效期为1小时，在24小时后会被系统自动清理删除。