【人体分析-人体属性识别】-Java示例代码
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人体属性识别,即对于输入的一张图片(可正常解码,且长宽比适宜),输出图片中的所有人体的静态属性,包含坐标信息、性别、年龄阶段、衣着(含颜色)、是否带帽子、是否带眼镜、是否背包、是否抽烟、是否使用手机、动作姿态等(如站立/坐/躺…)

-----------------------------------------------------下面开始代码----------------------------------------------------

  • 人体属性识别接口示例代码-(JavaAPI)
package com.xs.image;

import java.net.URLEncoder;

import com.alibaba.fastjson.JSON;
import com.xs.common.image.ImageAPI;
import com.xs.pojo.image.BodyAttrBean;
import com.xs.util.baidu.Base64Util;
import com.xs.util.baidu.FileUtil;
import com.xs.util.baidu.HttpUtil;

public class BodyAttrSample {
	public static void main(String[] args) throws Exception {
		String lower_color = "";
		//返回字符串
//		String result = getBodyAttrResult("G:/girl.jpg", "自己的token");
//		System.out.println(result);
		//返回java对象
		BodyAttrBean bodyAttrBean = getBodyAttrean("G:/girl.jpg", "自己的token");
		if(bodyAttrBean.getPerson_info().get(0).getAttributes().getLower_color()==null){
			lower_color="未能分析出";
		}else{
			lower_color=bodyAttrBean.getPerson_info().get(0).getAttributes().getLower_color().getName();
		}
		System.out.println("图中有位:"+bodyAttrBean.getPerson_info().get(0).getAttributes().getAge().getName()+"-"+bodyAttrBean.getPerson_info().get(0).getAttributes().getGender().getName()
				+",上身穿着:"+bodyAttrBean.getPerson_info().get(0).getAttributes().getUpper_wear().getName()
				+",下身穿着:"+bodyAttrBean.getPerson_info().get(0).getAttributes().getLower_wear().getName()
				+",上衣颜色:"+bodyAttrBean.getPerson_info().get(0).getAttributes().getUpper_color().getName()
				+",下衣颜色:"+lower_color
				+",动作姿态:"+bodyAttrBean.getPerson_info().get(0).getAttributes().getAction().getName());
	}
	/**
	 * 人体属性识别Demo
	 * @param imagePath
	 * @param accessToken
	 * @return 字符串
	 * @throws Exception
	 */
	public static String getBodyAttrResult(String imagePath,String accessToken) throws Exception{
		byte[] imgData = FileUtil.readFileByBytes(imagePath);
        String imgStr = Base64Util.encode(imgData);
		String param = "image=" + URLEncoder.encode(imgStr,"UTF-8")+"&type=gender,age,action, hair_length, bag,lower_wear,upper_wear, headwear,glasses,upper_color, lower_color,smoke,cellphone";;
        // 注意这里仅为了简化编码每一次请求都去获取access_token,线上环境access_token有过期时间, 客户端可自行缓存,过期后重新获取。
		String result = HttpUtil.post(ImageAPI.BODYATTR_API, accessToken, param);
        System.out.println(result);
        return result;
	}
	/**
	 * 人体属性识别Demo
	 * @param imagePath
	 * @param accessToken
	 * @return CarMode对象
	 * @throws Exception
	 */
	public static BodyAttrBean getBodyAttrean(String imagePath,String accessToken) throws Exception{
		byte[] imgData = FileUtil.readFileByBytes(imagePath);
        String imgStr = Base64Util.encode(imgData);
		String param = "image=" + URLEncoder.encode(imgStr,"UTF-8")+"&type=gender,age,action, hair_length, bag,lower_wear,upper_wear, headwear,glasses,upper_color, lower_color,smoke,cellphone";
        // 注意这里仅为了简化编码每一次请求都去获取access_token,线上环境access_token有过期时间, 客户端可自行缓存,过期后重新获取。
		String result = HttpUtil.post(ImageAPI.BODYATTR_API, accessToken, param);
		BodyAttrBean bodyAttrBean = JSON.parseObject(result,BodyAttrBean.class);
        System.out.println(result);
        return bodyAttrBean;
	}
}
  • 识别返回的JSON数据(特别长,不做格式化)
{"person_num": 1, "person_info": [{"attributes": {"cellphone": {"score": 0.7408543825149536, "name": "未使用手机"}, "gender": {"score": 0.9897438883781433, "name": "女性"}, "age": {"score": 0.6026508212089539, "name": "青年"}, "smoke": {"score": 0.9972188472747803, "name": "未吸烟"}, "lower_wear": {"score": 0.6392033100128174, "name": "长裤"}, "action": {"score": 0.6042985916137695, "name": "站立"}, "glasses": {"score": 0.6502364277839661, "name": "无眼镜"}, "upper_wear": {"score": 0.5536559820175171, "name": "短袖"}, "upper_color": {"score": 0.7737929821014404, "name": "蓝"}}, "location": {"width": 316, "top": 233, "height": 516, "left": 102}}], "log_id": 1210489514564349440}
  • 识别返处理后的数据输出
图中有位:青年-女性,上身穿着:短袖,下身穿着:长裤,上衣颜色:蓝,下衣颜色:未能分析出,动作姿态:站立
  • 原图文件

 

-----------------------------------------------------代码结束-----------------------------------------------------

 

字符串返回不太方便处理。那就对象处理。不会转对象的。我已经帮忙做了。

  • BodyAttrBean
package com.xs.pojo.image;

import java.util.List;

/**
 * 人体属性识别
 * @author 小帅丶
 *
 */
public class BodyAttrBean {
	//人体数目
    private int person_num;
    //人体姿态信息
    private List person_info;
    //唯一的log id,用于问题定位
    private long log_id;
    
    public int getPerson_num() {
		return person_num;
	}
	public void setPerson_num(int person_num) {
		this.person_num = person_num;
	}
	public List getPerson_info() {
		return person_info;
	}
	public void setPerson_info(List person_info) {
		this.person_info = person_info;
	}
	public long getLog_id() {
		return log_id;
	}
	public void setLog_id(long log_id) {
		this.log_id = log_id;
	}
	public static class Person_info{
    	  private Attributes attributes;
    	  private Location location;
		public Attributes getAttributes() {
			return attributes;
		}
		public void setAttributes(Attributes attributes) {
			this.attributes = attributes;
		}
		public Location getLocation() {
			return location;
		}
		public void setLocation(Location location) {
			this.location = location;
		}
    	  
    }
    public static class Attributes{
    	private Gender gender;
    	private Age age;
    	private Action action;
    	private Upper_color upper_color;
    	private Lower_color lower_color;
    	private Hair_length hair_length;
    	private Smoke smoke;
    	private Cellphone cellphone;
        private Lower_wear lower_wear;
        private Upper_wear upper_wear;
        private Headwear headwear;
        private Glasses glasses;
		public Hair_length getHair_length() {
			return hair_length;
		}
		public void setHair_length(Hair_length hair_length) {
			this.hair_length = hair_length;
		}
		public Headwear getHeadwear() {
			return headwear;
		}
		public void setHeadwear(Headwear headwear) {
			this.headwear = headwear;
		}
		public Lower_color getLower_color() {
			return lower_color;
		}
		public void setLower_color(Lower_color lower_color) {
			this.lower_color = lower_color;
		}
		public Cellphone getCellphone() {
			return cellphone;
		}
		public void setCellphone(Cellphone cellphone) {
			this.cellphone = cellphone;
		}
		public Gender getGender() {
			return gender;
		}
		public void setGender(Gender gender) {
			this.gender = gender;
		}
		public Age getAge() {
			return age;
		}
		public void setAge(Age age) {
			this.age = age;
		}
		public Smoke getSmoke() {
			return smoke;
		}
		public void setSmoke(Smoke smoke) {
			this.smoke = smoke;
		}
		public Lower_wear getLower_wear() {
			return lower_wear;
		}
		public void setLower_wear(Lower_wear lower_wear) {
			this.lower_wear = lower_wear;
		}
		public Action getAction() {
			return action;
		}
		public void setAction(Action action) {
			this.action = action;
		}
		public Glasses getGlasses() {
			return glasses;
		}
		public void setGlasses(Glasses glasses) {
			this.glasses = glasses;
		}
		public Upper_wear getUpper_wear() {
			return upper_wear;
		}
		public void setUpper_wear(Upper_wear upper_wear) {
			this.upper_wear = upper_wear;
		}
		public Upper_color getUpper_color() {
			return upper_color;
		}
		public void setUpper_color(Upper_color upper_color) {
			this.upper_color = upper_color;
		}
        
  }
  public static class Cellphone{
	  private double score;
	  private String name;
		public double getScore() {
			return score;
		}
		public void setScore(double score) {
			this.score = score;
		}
		public String getName() {
			return name;
		}
		public void setName(String name) {
			this.name = name;
		}
  }
  public static class Hair_length{
	  private double score;
	  private String name;
		public double getScore() {
			return score;
		}
		public void setScore(double score) {
			this.score = score;
		}
		public String getName() {
			return name;
		}
		public void setName(String name) {
			this.name = name;
		}
  }
  public static class Headwear{
	  private double score;
	  private String name;
		public double getScore() {
			return score;
		}
		public void setScore(double score) {
			this.score = score;
		}
		public String getName() {
			return name;
		}
		public void setName(String name) {
			this.name = name;
		}
  }
  public static class Gender{
	  private double score;
	  private String name;
		public double getScore() {
			return score;
		}
		public void setScore(double score) {
			this.score = score;
		}
		public String getName() {
			return name;
		}
		public void setName(String name) {
			this.name = name;
		}
  }
  public static class Age{
	  private double score;
	  private String name;
		public double getScore() {
			return score;
		}
		public void setScore(double score) {
			this.score = score;
		}
		public String getName() {
			return name;
		}
		public void setName(String name) {
			this.name = name;
		}
  }
  public static class Smoke{
	  private double score;
	  private String name;
		public double getScore() {
			return score;
		}
		public void setScore(double score) {
			this.score = score;
		}
		public String getName() {
			return name;
		}
		public void setName(String name) {
			this.name = name;
		}
  }
  public static class Lower_wear{
	  private double score;
	  private String name;
		public double getScore() {
			return score;
		}
		public void setScore(double score) {
			this.score = score;
		}
		public String getName() {
			return name;
		}
		public void setName(String name) {
			this.name = name;
		}
  }
  public static class Lower_color{
	  private double score;
	  private String name;
		public double getScore() {
			return score;
		}
		public void setScore(double score) {
			this.score = score;
		}
		public String getName() {
			return name;
		}
		public void setName(String name) {
			this.name = name;
		}
  }
  public static class Action{
	  private double score;
	  private String name;
		public double getScore() {
			return score;
		}
		public void setScore(double score) {
			this.score = score;
		}
		public String getName() {
			return name;
		}
		public void setName(String name) {
			this.name = name;
		}
  }
  public static class Glasses{
	  private double score;
	  private String name;
		public double getScore() {
			return score;
		}
		public void setScore(double score) {
			this.score = score;
		}
		public String getName() {
			return name;
		}
		public void setName(String name) {
			this.name = name;
		}
  }
  public static class Upper_wear{
	  private double score;
	  private String name;
		public double getScore() {
			return score;
		}
		public void setScore(double score) {
			this.score = score;
		}
		public String getName() {
			return name;
		}
		public void setName(String name) {
			this.name = name;
		}
  }
  public static class Upper_color{
	  private double score;
	  private String name;
	public double getScore() {
		return score;
	}
	public void setScore(double score) {
		this.score = score;
	}
	public String getName() {
		return name;
	}
	public void setName(String name) {
		this.name = name;
	}
	  
  }
   public static class Location{
    	private int width;
	    private int top;
	    private int height;
	    private int left;
		public int getWidth() {
			return width;
		}
		public void setWidth(int width) {
			this.width = width;
		}
		public int getTop() {
			return top;
		}
		public void setTop(int top) {
			this.top = top;
		}
		public int getHeight() {
			return height;
		}
		public void setHeight(int height) {
			this.height = height;
		}
		public int getLeft() {
			return left;
		}
		public void setLeft(int left) {
			this.left = left;
		}
	    
  }

 

  • 字段简单说明
| 字段            | 是否必选 | 类型       | 说明               |
| ------------- | ---- | -------- | ---------------- |
| person_info   | 是    | object[] | 人体姿态信息           |
| +attributes   | 否    | object   | 人体属性内容           |
| ++gender      | 否    | object   | 性别               |
| +++name       | 否    | string   | 如“男性”            |
| +++score      | 否    | float    | 对应概率分数           |
| ++age         | 否    | object   | 年龄阶段             |
| +++name       | 否    | string   | 如“青年”            |
| +++score      | 否    | float    | 对应概率分数           |
| ++action      | 否    | object   | 动作姿态             |
| +++name       | 否    | string   | 如“站立”            |
| +++score      | 否    | float    | 对应概率分数           |
| ++upper_color | 否    | object   | 上半身衣着颜色          |
| +++name       | 否    | string   | 如“灰”             |
| +++score      | 否    | float    | 对应概率分数           |
| ++lower_color | 否    | object   | 下半身衣着颜色          |
| +++name       | 否    | string   | 如“黑”             |
| +++score      | 否    | float    | 对应概率分数           |
| ++hair_length | 否    | object   | 发长               |
| +++name       | 否    | string   | 如“短发”            |
| +++score      | 否    | float    | 对应概率分数           |
| ++smoke       | 否    | object   | 是否吸烟             |
| +++name       | 否    | string   | 如“未吸烟”           |
| +++score      | 否    | float    | 对应概率分数           |
| ++bag         | 否    | object   | 身体附件(主要指是否背包)    |
| +++name       | 否    | string   | 如“双肩包”           |
| +++score      | 否    | float    | 对应概率分数           |
| ++cellphone   | 否    | object   | 是否使用手机           |
| +++name       | 否    | string   | 如“未使用手机”         |
| +++score      | 否    | float    | 对应概率分数           |
| ++lower_wear  | 否    | object   | 下半身服饰            |
| +++name       | 否    | string   | 如“休闲裤”           |
| +++score      | 否    | float    | 对应概率分数           |
| ++upper_wear  | 否    | object   | 上半身服饰            |
| +++name       | 否    | string   | 如“西装”            |
| +++score      | 否    | float    | 对应概率分数           |
| ++headwear    | 否    | object   | 头戴物(主要指是否戴帽子)    |
| +++name       | 否    | string   | 如“无帽”            |
| +++score      | 否    | float    | 对应概率分数           |
| ++glasses     | 否    | object   | 是否戴眼镜            |
| +++name       | 否    | string   | 如“戴眼镜”           |
| +++score      | 否    | float    | 对应概率分数           |
| +location     | 是    | object   | 人体坐标信息           |
| ++height      | 是    | float    | 人体区域的高度          |
| ++left        | 是    | float    | 人体区域离左边界的距离      |
| ++top         | 是    | float    | 人体区域离上边界的距离      |
| ++width       | 是    | float    | 人体区域的宽度          |
| person_num    | 是    | uint32   | **人体数目**         |
| log_id        | 是    | uint64   | 唯一的log id,用于问题定位 |

 

以上就是人体属性识别示例代码-JavaAPI形式

代码地址:https://gitee.com/xshuai/ai/blob/master/AIDemo/src/main/java/com/xs/image/BodyAnalysisSample.java

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tags.tech.sina.com.cn/%E5%BC%A0%E6%8E%96%E5%BC%80%E8%8D%AF%E5%93%81%E5%8F%91%E7%A5%A818814491387

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#6用户已被禁言回复于2019-10
#5 会飞的瞎子哥哥回复
https://ai.baidu.com/forum/topic/show/942159  就类似这样小程序的功能 
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后面的是人家慧诊自己的业务去处理坐标位置再结合人家自身的业务数据去展现的。并不是百度接口一步到位的。

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#5会飞的瞎子哥哥回复于2019-10
#4 用户已被禁言回复
这个不太清楚呀~

https://ai.baidu.com/forum/topic/show/942159  就类似这样小程序的功能 

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#4用户已被禁言回复于2019-10
#3 会飞的瞎子哥哥回复
你好,我现在有个需要就是通过图片返回给前端一个人体的健康报告 比如报告里面有左肩有点偏了... 这样怎么实现
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这个不太清楚呀~

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#3会飞的瞎子哥哥回复于2019-10

你好,我现在有个需要就是通过图片返回给前端一个人体的健康报告 比如报告里面有左肩有点偏了... 这样怎么实现

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#2风搅火回复于2018-03

赞一个,太烈害了

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