• 将训练集构建成ImageNet模型


    以下程序实现将训练集构建为ImageNet模型,训练集图片为56个民族

    import java.io.File;
    import java.io.FileNotFoundException;
    import java.io.FileOutputStream;
    import java.io.PrintWriter;
    
    public class createTxt {
        public static void createClassInd(){//56个民族编号及名称
            FileOutputStream fout;
            try {
                fout = new FileOutputStream("E:\resourse\InnovationFund\file\classInd.txt");//保存在该文件中
                PrintWriter pwr = new PrintWriter(fout);
                for (int i = 1; i < 57; i++) {
                    pwr.print(i);
                    pwr.print(" ");
                    switch(i){
                    case 1:
                        pwr.print("han");
                        break;
                    case 2:
                        pwr.print("hui");
                        break;
                    case 3:
                        pwr.print("zhuang");
                        break;
                    case 4:
                        pwr.print("zang");
                        break;
                    case 5:
                        pwr.print("yao");
                        break;
                    case 6:
                        pwr.print("yugu");
                        break;
                    case 7:
                        pwr.print("yi");
                        break;
                    case 8:
                        pwr.print("xibo");
                        break;
                    case 9:
                        pwr.print("weiwuer");
                        break;
                    case 10:
                        pwr.print("li");
                        break;
                    case 11:
                        pwr.print("wa");
                        break;
                    case 12:
                        pwr.print("tujia");
                        break;
                    case 13:
                        pwr.print("tu");
                        break;
                    case 14:
                        pwr.print("tataer");
                        break;
                    case 15:
                        pwr.print("tajike");
                        break;
                    case 16:
                        pwr.print("shui");
                        break;
                    case 17:
                        pwr.print("sala");
                        break;
                    case 18:
                        pwr.print("qiang");
                        break;
                    case 19:
                        pwr.print("pumi");
                        break;
                    case 20:
                        pwr.print("nu");
                        break;
                    case 21:
                        pwr.print("naxi");
                        break;
                    case 22:
                        pwr.print("miao");
                        break;
                    case 23:
                        pwr.print("menggu");
                        break;
                    case 24:
                        pwr.print("menba");
                        break;
                    case 25:
                        pwr.print("maonan");
                        break;
                    case 26:
                        pwr.print("man");
                        break;
                    case 27:
                        pwr.print("luoba");
                        break;
                    case 28:
                        pwr.print("keerkezi");
                        break;
                    case 29:
                        pwr.print("wuzibieke");
                        break;
                    case 30:
                        pwr.print("she");
                        break;
                    case 31:
                        pwr.print("mulao");
                        break;
                    case 32:
                        pwr.print("susu");
                        break;
                    case 33:
                        pwr.print("lagu");
                        break;
                    case 34:
                        pwr.print("jinuo");
                        break;
                    case 35:
                        pwr.print("jing");
                        break;
                    case 36:
                        pwr.print("hezhe");
                        break;
                    case 37:
                        pwr.print("hasake");
                        break;
                    case 38:
                        pwr.print("hani");
                        break;
                    case 39:
                        pwr.print("qilao");
                        break;
                    case 40:
                        pwr.print("gaoshan");
                        break;
                    case 41:
                        pwr.print("ewenke");
                        break;
                    case 42:
                        pwr.print("eluosi");
                        break;
                    case 43:
                        pwr.print("elunchun");
                        break;
                    case 44:
                        pwr.print("dulong");
                        break;
                    case 45:
                        pwr.print("dongxiang");
                        break;
                    case 46:
                        pwr.print("tong");
                        break;
                    case 47:
                        pwr.print("deang");
                        break;
                    case 48:
                        pwr.print("dai");
                        break;
                    case 49:
                        pwr.print("dawoer");
                        break;
                    case 50:
                        pwr.print("chaoxian");
                        break;
                    case 51:
                        pwr.print("buyi");
                        break;
                    case 52:
                        pwr.print("bulang");
                        break;
                    case 53:
                        pwr.print("baoan");
                        break;
                    case 54:
                        pwr.print("bai");
                        break;
                    case 55:
                        pwr.print("achang");
                        break;
                    case 56:
                        pwr.print("jingpo");
                        break;
                    }
                    
                    pwr.print("
    ");//换行
                }
                pwr.close();
            }catch(Exception e){System.out.println("ClassInd。txt失败");}
        }
        public static boolean noDb(String str){//不包含返回true,判断文件是否为.db文件
            boolean in = true;
            if(str.indexOf(".db")!=-1)//包含
                in=false;
            return in;
        }
        
        
        private static void getFile(String path, PrintWriter pwr,PrintWriter tpwr,int n) throws FileNotFoundException{   
            //测试集:训练集:验证集=6:2:2,访问目录下文件的文件名
            File file = new File(path);   //图片集文件夹
            // 获得该文件夹内的所有文件   
            File[] array = file.listFiles();   //目录下所有文件名
            for(int i=0;i<array.length;i++)
            {   
                if(array[i].isFile())//如果是文件
                { 
                    int fn=array.length*3/5;//6成
                    int tfn = array.length*4/5;//2成
                    // 只输出文件名字 
                      
                     if(i < fn && noDb(array[i].getName())){//测试集
                         //System.out.println( array[i].getName()+" "+fn); 
                         pwr.print(array[i].getName());  
                         pwr.print(" ");
                         pwr.print(n);   //编号
                         pwr.print("
    ");
                         //System.out.println( array[i].getPath());
                         //移动图片到指定目录
                         File afile = new File(array[i].getPath());  
                       afile.renameTo(new File("E:\resourse\InnovationFund\file\test\" + afile.getName()));
                     }else if(i < tfn && noDb(array[i].getName())){//训练集
                         tpwr.print(array[i].getName());  
                         tpwr.print("  ");
                         tpwr.print(n);
                         tpwr.print("
    ");
                         File afile = new File(array[i].getPath());  
                        afile.renameTo(new File("E:\resourse\InnovationFund\file\trian\" + afile.getName()));
                     }
                    
                }
                else if(array[i].isDirectory())//如果是文件夹
                {  
                    System.out.println( array[i].getName());
                    n++;
                    getFile(array[i].getPath(), pwr, tpwr, n);  //递归
                    
                } 
            }
           
        }   
    
        public static void main(String args[]) throws FileNotFoundException {
            createClassInd();
            
            String path = "E:\一些资料\创新基金\民族服饰 cai";
            FileOutputStream fout;
            fout = new FileOutputStream("E:\resourse\InnovationFund\file\test_label.txt");
            PrintWriter pwr = new PrintWriter(fout);
            
            FileOutputStream tfout;
            tfout = new FileOutputStream("E:\resourse\InnovationFund\file\train_label.txt");
            PrintWriter tpwr = new PrintWriter(tfout);
            
            int n=0;
            getFile(path, pwr,tpwr, n); 
        }
    }
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  • 原文地址:https://www.cnblogs.com/suwy/p/9169232.html
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