【定制化图像开放平台】入门实例之手写数字模型训练

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756665228 发布于2018-01 浏览:3754 回复:11

【定制化图像开放平台】入门实例之手写数字模型训练

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最后编辑于2022-09

本帖主要用手写数字为例进行一个简单入门实例总结(非官方)

平台网站:http://ai.baidu.com/customize/app/model/

定制化图像开放平台使用教程之一:http://ai.baidu.com/forum/topic/show/492760
定制化图像开放平台使用教程之二:http://ai.baidu.com/forum/topic/show/496746

-----------前提已经会使用平台创建模型并进行训练哦-----------

训练模型中心

之前准备好的数据上传并等待训练结果。训练完成会如下图所示

上线申请

上线申请输入接口地址的后缀。之前貌似是官网给动态生成一个固定的值eg:model_666 现在是自定义哦

查看上线详情

图片无法上传。原因未知，原图可以去云盘查看哦。文章底部有地址哦

接口APPID添加

前提自己已经在控制台创建了图像识别的应用哦

保存APPID

查看接口地址

以上就是模型训练成功。上线和绑定APPID的简单总结

---------------------------------下面是代码调用示例哦---------------------------------

JavaAPI调用示例

//百度的工具类自行下载即可
import com.baidu.aip.util.Base64Util;
import com.xiaoshuai.baidu.util.FileUtil;
import com.xiaoshuai.baidu.util.HttpUtil;

/**
 * @author 小帅丶
 * @类名称  Test
 * @remark 
 * @date  2018-1-16
 */
public class Test {
	public static void main(String[] args) throws Exception {
//上线的接口地址
		String url ="https://aip.baidubce.com/rpc/2.0/ai_custom/v1/classification/handwritenum";
	   String access_token="自己的token";
	 byte[] file = FileUtil.readFileByBytes("C:/8.jpg");
	 String image = Base64Util.encode(file);
	 String params = "{\"top_num\":5,\"image\":\""+image+"\"}";
	 String result = HttpUtil.post(url, access_token, params);
	 System.out.println(result);
	}

所用到的8.jpg

接口返回的内容

{
    "log_id": 17363214460106467000, 
    "results": [
        {
            "name": "8", 
            "score": 0.9999281167984009
        }, 
        {
            "name": "3", 
            "score": 0.000045131622755434364
        }, 
        {
            "name": "6", 
            "score": 0.0000237098392972257
        }, 
        {
            "name": "zero", 
            "score": 0.000001922937372000888
        }, 
        {
            "name": "2", 
            "score": 4.7602617314623785e-7
        }
    ]
}

方便处理可以Json转Java对象。具体JavaBean请看以下代码：

package com.xs.pojo.image;

import java.math.BigDecimal;
import java.util.List;
/**
 * 定制化图像平台JavaBean
 * @author 小帅丶
 */
public class CustomBean {
	private Long log_id;
	private List results;
	public Long getLog_id() {
		return log_id;
	}

	public void setLog_id(Long log_id) {
		this.log_id = log_id;
	}

	public List getResults() {
		return results;
	}

	public void setResults(List results) {
		this.results = results;
	}

	public static class Results {
		private String name;
                //如果出现解析错误，可以考虑换成Object类型哦
		private BigDecimal score;
		public void setName(String name) {
			this.name = name;
		}
		public BigDecimal getScore() {
			return score;
		}
		public void setScore(BigDecimal score) {
			this.score = score;
		}
		public String getName() {
			return name;
		}
	}
}

可以看出结果很不错哦

---------------------------------下面是帖子说明哦---------------------------------

训练的文件&帖子图片集:https://pan.baidu.com/s/1kVTJke7

如有其它问题。请评论区说明

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#11271033_42OO扣回复于2022-08

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#10用户已被禁言回复于2018-05

对#9 木雨辰99回复

我也遇到了类似的问题，你说参数不需要urlencode,并且需要转为json格式请问具体怎么做？有实例么？为什么这样也不行[图片]

展开

点我头像自己看吧。我有写过Java与Python的示例代码

#9木雨辰99回复于2018-05

对#6 用户已被禁言回复

参数不需要urlencode。而且是json格式的字符串

我也遇到了类似的问题，你说参数不需要urlencode,并且需要转为json格式请问具体怎么做？有实例么？为什么这样也不行

#8用户已被禁言回复于2018-04

对#7 l540351781回复

你好，我下载你的数据集一直是上传失败，不知道是怎么回事？

后续更新。应该不支持那么小的图片了

#7l540351781回复于2018-04

你好，我下载你的数据集一直是上传失败，不知道是怎么回事？

#6用户已被禁言回复于2018-01

对#4 linkmyth回复

python这样调用为什么会返回Invalid argument?麻烦帮忙解答下，谢谢 [代码]

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参数不需要urlencode。而且是json格式的字符串

#5荒墨丶迷失回复于2018-01

对#4 linkmyth回复

python这样调用为什么会返回Invalid argument?麻烦帮忙解答下，谢谢 [代码]

展开

有看这个错误嘛的。接口说明了吗

#4linkmyth回复于2018-01

python这样调用为什么会返回Invalid argument?麻烦帮忙解答下，谢谢

f = open('./2.8.jpg', 'rb')
img = base64.b64encode(f.read()).decode()


params = {"image":img,"top_num":5}
params = urllib.urlencode(params)

request_url = request_url + "?access_token=" + access_token
request = urllib2.Request(url=request_url, data=params)
request.add_header('Content-Type', 'application/json')
response = urllib2.urlopen(request)
content = response.read()
if content:
    print content

#3荒墨丶迷失回复于2018-01

小帅又一经典之作。赞一个

#2zagelover回复于2018-01

看起来不错，点个赞！

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