【Java-API】食材识别示例代码
用户已被禁言 发布于2017-12 浏览:7030 回复:29
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https://gitee.com/xshuai/ai/不是完整的web项目大家没必要下载运行。复制|下载相关代码即可

  • 准备工作 已经创建了图像识别应用并且拿到apikey sercetkey得到AccessToken
  • 代码中所用到的Java对象类所在目录https://gitee.com/xshuai/ai/tree/master/AIDemo/src/main/java/com/xs/pojo/image
  • 代码中所用到的工具类 https://gitee.com/xshuai/ai/tree/master/AIDemo/src/main/java/com/xs/util/baidu 只需要Base64Util FileUtil HttpUtil三个哦
  • !!!注意:前提已经申请了该接口的内测权限哦

***************************不认识的蔬菜 水果 再也不用担心了哦***************************

  • 接口请求参数:
必填参数:
image  图像数据,base64编码,要求base64编码后大小不超过4M,最短边至少15px,最长边最大4096px,支持jpg/png/bmp格式


非必填参数(最多返回20个结果集):
top_num	返回结果top n,默认5。
  • 别-JavaAPI示例代码
package com.xs.image;

import java.net.URLEncoder;

import com.alibaba.fastjson.JSON;
import com.xs.common.image.ImageAPI;
import com.xs.pojo.image.Ingredient;
import com.xs.util.baidu.Base64Util;
import com.xs.util.baidu.FileUtil;
import com.xs.util.baidu.HttpUtil;
/**
 * 食材识别
 * @author 小帅丶
 */
public class IngredientDemo {
	public static void main(String[] args) throws Exception {
		//返回字符串
		//getDishBean("图片本地路径", "用户自己的token");
		//返回java对象
		Ingredient ingredient  =getDishBean("G:/onion.jpg", "用户自己的token");
		System.out.println(ingredient.getResult().get(0).getName());
	}
	/**
	 * 食材识别Demo
	 * @param imagePath
	 * @param accessToken
	 * @return 字符串
	 * @throws Exception
	 */
	public static String getDishResult(String imagePath,String accessToken) throws Exception{
		byte[] imgData = FileUtil.readFileByBytes(imagePath);
        String imgStr = Base64Util.encode(imgData);
		String param = "image=" + URLEncoder.encode(imgStr,"UTF-8") + "&top_num=5";
        // 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.INGREDIENT_API, accessToken, param);
        System.out.println(result);
        return result;
	}
	/**
	 * 食材识别Demo
	 * @param imagePath
	 * @param accessToken
	 * @return Ingredient对象
	 * @throws Exception
	 */
	public static Ingredient getDishBean(String imagePath,String accessToken) throws Exception{
		byte[] imgData = FileUtil.readFileByBytes(imagePath);
        String imgStr = Base64Util.encode(imgData);
		String param = "image=" + URLEncoder.encode(imgStr,"UTF-8") + "&top_num=5";
        // 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.INGREDIENT_API, accessToken, param);
		Ingredient ingredient = JSON.parseObject(result,Ingredient.class);
        System.out.println(result);
        return ingredient;
	}
}

示例图片:洋葱

返回的JSON字符串:

可以看到第一个结果是洋葱。还是很准确的哦。目前一个接口最多返回的个数是20

{
    "log_id": 2774212668858437623,
    "result_num": 20,
    "result": [
        {
            "score": 0.91441977024078,
            "name": "洋葱"
        },
        {
            "score": 0.060188464820385,
            "name": "大蒜"
        },
        {
            "score": 0.024243704974651,
            "name": "蒜"
        },
        {
            "score": 0.00049944641068578,
            "name": "大蒜子"
        },
        {
            "score": 0.00014013581676409,
            "name": "非果蔬食材"
        },
        {
            "score": 0.000081263802712783,
            "name": "香瓜"
        },
        {
            "score": 0.000061208076658659,
            "name": "山竹"
        },
        {
            "score": 0.000057139866839861,
            "name": "甜瓜"
        },
        {
            "score": 0.000052144310757285,
            "name": "金南瓜"
        },
        {
            "score": 0.000035533703339752,
            "name": "南瓜"
        },
        {
            "score": 0.000023968033929123,
            "name": "椰子"
        },
        {
            "score": 0.000023934548153193,
            "name": "柿子"
        },
        {
            "score": 0.000015837053069845,
            "name": "香瓜茄"
        },
        {
            "score": 0.00001183443418995,
            "name": "包心芥菜"
        },
        {
            "score": 0.0000106100078483,
            "name": "黄金蜜柚"
        },
        {
            "score": 0.000010167963409913,
            "name": "柚子"
        },
        {
            "score": 0.0000074910885814461,
            "name": "黄河蜜"
        },
        {
            "score": 0.0000067228374973638,
            "name": "榛子"
        },
        {
            "score": 0.000006047389433661,
            "name": "板栗"
        },
        {
            "score": 0.0000054099632507132,
            "name": "伊丽莎白瓜"
        }
    ]
}

返回字段说明:

log_id	否	uint64	唯一的log id,用于问题定位
result	否	result()	食材识别结果数组
+name	否	string	食材名称,示例:洋葱
+score	否	double	置信度,示例:0.5321

如何获取AccessToken:http://ai.baidu.com/forum/topic/show/496505

官网文档中心:http://ai.baidu.com/docs#/ImageClassify-API/top

微信小程序即将上线食材识别

小程序码地址:https://ai.bdstatic.com/file/4392D0B82F6141A180288A9D90501418

 

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0
#28五号sky回复于2019-01
#25 用户已被禁言回复
啥叫通用SDK。不太明白您的意思。问问题随便问。但是自己一定要把问题描述清楚。自己都描述不清楚。问谁也白搭。  
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好的,谢谢啦

0
#27用户已被禁言回复于2019-01
#26 五号sky回复
哥,你好~ java 做了植物识别,怎么返回百科的信息,就是像你的微信小程序一样,返回相似度最高的百科信息 在你的帖子中学到好多哎~涨姿势  
展开

文档传送门   http://ai.baidu.com/docs#/ImageClassify-API/8b21e7c7

你给baike_num这个参数 值大于0就会返回百科信息了。

文档一定要看一遍。文档都说的很清晰

0
#26五号sky回复于2019-01

哥,你好~

java 做了植物识别,怎么返回百科的信息,就是像你的微信小程序一样,返回相似度最高的百科信息

在你的帖子中学到好多哎~涨姿势

 

0
#25用户已被禁言回复于2019-01
#23 五号sky回复
下载的是这个通用的SDK,就不知道怎么返回

啥叫通用SDK。不太明白您的意思。问问题随便问。但是自己一定要把问题描述清楚。自己都描述不清楚。问谁也白搭。

 

1
#24用户已被禁言回复于2019-01
#23 五号sky回复
下载的是这个通用的SDK,就不知道怎么返回

部分接口没有百科信息返回呢亲。具体哪个接口有。文档都有说明的亲。麻烦最好自己看一下文档哦。

具体参数是设置什么返回。文档都是有详细说明。

文档传送门 http://ai.baidu.com/docs#/ImageClassify-Java-SDK/48d62fb7

public void sample(AipImageClassify client) {
    // 传入可选参数调用接口
    HashMap options = new HashMap();
    options.put("top_num", "3");
    options.put("filter_threshold", "0.7");
    options.put("baike_num", "5");//这个参数就是返回百科信息的字段。文档都是有详细说明的哦
    
    
    // 参数为本地路径
    String image = "test.jpg";
    JSONObject res = client.dishDetect(image, options);
    System.out.println(res.toString(2));

    // 参数为二进制数组
    byte[] file = readFile("test.jpg");
    res = client.dishDetect(file, options);
    System.out.println(res.toString(2));
}

 

1
#23五号sky回复于2019-01
#22 用户已被禁言回复
具体是否可以返回百科信息。自己看文档哦。有的接口是不支持返回百科信息的。
展开

下载的是这个通用的SDK,就不知道怎么返回

0
#22用户已被禁言回复于2019-01
#21 五号sky回复
你好呀,大哥   怎么返回百科信息

具体是否可以返回百科信息。自己看文档哦。有的接口是不支持返回百科信息的。

1
#21五号sky回复于2019-01

你好呀,大哥   怎么返回百科信息

0
#20用户已被禁言回复于2018-03
#19 lcsedHE回复
七叔哥,请教你个问题,就是文字识别一类中的身份证识别,我看了返回参数中  words_result 是迭套两层,问下两层时候就不能用你的当时JSON.parseObject这个方法了吧 ,菜鸟一枚,还望指点
展开

能。fastjsonN层都可以

1
#19lcsedHE回复于2018-03

七叔哥,请教你个问题,就是文字识别一类中的身份证识别,我看了返回参数中  words_result 是迭套两层,问下两层时候就不能用你的当时JSON.parseObject这个方法了吧 ,菜鸟一枚,还望指点

0
#18lcsedHE回复于2018-03

忘了 你叫七叔哥 哈哈

0
#17lcsedHE回复于2018-03

谢谢大神,昨天菜品也搞定了 ,谢谢

0
#16用户已被禁言回复于2018-03
#15 lcsedHE回复
大神   恕我愚钝,菜点,食材识别不在图像识别分类下吧,我找遍了找不到,在哪个分类下?我得从新造token 把你代码都走一遍
展开

菜品有。食材识别需要单独申请接口权限。是属于图像识别分类下面。

0
#15lcsedHE回复于2018-03

大神   恕我愚钝,菜点,食材识别不在图像识别分类下吧,我找遍了找不到,在哪个分类下?我得从新造token 把你代码都走一遍

0
#14用户已被禁言回复于2018-03
#12 lcsedHE回复
大神 我调动物接口就好  也是百度下载的小熊猫图片,结果完全对,那个菜品估计是百度云AI接口出了问题
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分类一定要对。目前没有哪家是通用物体识别的。

你的图片用食材识别应该就能识别得出

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#13用户已被禁言回复于2018-03
#11 lcsedHE回复
忘了 大神   你那个不该是INGREDIENT_API   应该是DISH_API  菜品识别    但我就是按菜品识别来的    估计我图片有问题  无论如何  都很感谢大神作为先驱者分享学习百度云AI接口
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你发的属于食材识别。

菜品识别肯定准确度会降低

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#12lcsedHE回复于2018-03

大神 我调动物接口就好  也是百度下载的小熊猫图片,结果完全对,那个菜品估计是百度云AI接口出了问题

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#11lcsedHE回复于2018-03

忘了 大神   你那个不该是INGREDIENT_API   应该是DISH_API  菜品识别    但我就是按菜品识别来的    估计我图片有问题  无论如何  都很感谢大神作为先驱者分享学习百度云AI接口

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