├── Illustrated Book ├── 主教.jpeg ├── 乌鸦.jpeg ├── 企鹅.jpeg ├── 兔子.jpeg ├── 切斯特.jpeg ├── 含糊虫.jpeg ├── 哈奇.jpeg ├── 坚果.jpeg ├── 大触手.jpeg ├── 小海象.jpeg ├── 小触手.jpeg ├── 座狼.jpeg ├── 暴躁猴.jpeg ├── 杀人蜂.jpeg ├── 查理.jpeg ├── 格洛姆.jpeg ├── 桦树精.jpeg ├── 浣熊.jpeg ├── 火鸡.jpeg ├── 猎犬.jpeg ├── 猪人.jpeg ├── 猪王.jpeg ├── 电羊.jpeg ├── 疯猪.jpeg ├── 白蜘蛛.jpeg ├── 眼球草.jpeg ├── 红雀.jpeg ├── 缀食者.jpeg ├── 考拉象.jpeg ├── 莫斯林.jpeg ├── 萤火虫.jpeg ├── 蚊子.jpeg ├── 蜘蛛.jpeg ├── 蜜蜂.jpeg ├── 蝴蝶.jpeg ├── 触手.jpeg ├── 警卫猪.jpeg ├── 雪兔.jpeg ├── 雪雀.jpeg ├── 青蛙.jpeg ├── 高脚鸟.jpeg ├── 鬼魂.jpeg ├── 鱼人.jpeg ├── 鹿角鹅.jpeg ├── 黏糊虫.jpeg ├── 黑兔.jpeg ├── 黑兔人.jpeg ├── 鼹鼠.jpeg ├── 龙蝇.jpeg ├── 冬考拉象.jpeg ├── 发条骑士.jpeg ├── 喷吐蜘蛛.jpeg ├── 寒冰切斯特.jpeg ├── 岩石大龙虾.jpeg ├── 暗影切斯特.jpeg ├── 暗影观察者.jpeg ├── 暗影触手.jpeg ├── 曼德拉草.jpeg ├── 机械战车.jpeg ├── 河豚哈奇.jpeg ├── 洞穴蜘蛛.jpeg ├── 深渊蠕虫.jpeg ├── 爬行的梦魇.jpeg ├── 独眼巨鹿.jpeg ├── 红色猎犬.jpeg ├── 蓝色猎犬.jpeg ├── 蜘蛛女王.jpeg ├── 蜘蛛战士.jpeg ├── 远古守护者.jpeg ├── 青年高脚鸟.jpeg ├── 音乐盒哈奇.jpeg ├── 高脚鸟宝宝.jpeg ├── 黑夜之手.jpeg ├── SKITS先生.jpeg ├── 损坏的发条主教.jpeg ├── 损坏的发条骑士.jpeg ├── 损坏的机械战车.jpeg ├── 树精卫士（中等）.jpeg ├── 树精卫士（大）.jpeg ├── 树精卫士（小）.jpeg └── 爬行的恐惧化身.jpeg ├── LICENSE ├── README.md ├── PascalVOC2Yolo.py └── autocfg.py /Illustrated Book/主教.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/muzian666/Yolo-Model-for-Don-t-Strave-together/HEAD/Illustrated Book/主教.jpeg -------------------------------------------------------------------------------- /Illustrated Book/乌鸦.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/muzian666/Yolo-Model-for-Don-t-Strave-together/HEAD/Illustrated Book/乌鸦.jpeg -------------------------------------------------------------------------------- /Illustrated Book/企鹅.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/muzian666/Yolo-Model-for-Don-t-Strave-together/HEAD/Illustrated Book/企鹅.jpeg 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Book/哈奇.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/muzian666/Yolo-Model-for-Don-t-Strave-together/HEAD/Illustrated Book/哈奇.jpeg -------------------------------------------------------------------------------- /Illustrated Book/坚果.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/muzian666/Yolo-Model-for-Don-t-Strave-together/HEAD/Illustrated Book/坚果.jpeg -------------------------------------------------------------------------------- /Illustrated Book/大触手.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/muzian666/Yolo-Model-for-Don-t-Strave-together/HEAD/Illustrated Book/大触手.jpeg -------------------------------------------------------------------------------- /Illustrated Book/小海象.jpeg: -------------------------------------------------------------------------------- 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https://raw.githubusercontent.com/muzian666/Yolo-Model-for-Don-t-Strave-together/HEAD/Illustrated Book/树精卫士（大）.jpeg -------------------------------------------------------------------------------- /Illustrated Book/树精卫士（小）.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/muzian666/Yolo-Model-for-Don-t-Strave-together/HEAD/Illustrated Book/树精卫士（小）.jpeg -------------------------------------------------------------------------------- /Illustrated Book/爬行的恐惧化身.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/muzian666/Yolo-Model-for-Don-t-Strave-together/HEAD/Illustrated Book/爬行的恐惧化身.jpeg -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2021 muzian666 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Yolo-Model-for-Don-t-Strave-together 2 | 中文名：训练一个《饥荒联机版》的Yolo模型 3 | 4 | ## 1.安装标记工具 (Windows 与 Mac 通用) 5 | 打开 cmd(win) / 终端(mac) 6 | 7 | 输入: 8 | ``` 9 | pip3 install pyqt5 --user #安装pyqt5基本环境 10 | 11 | pip3 install labelimg #安装labelimg程序 12 | 13 | labelimg #启动labelimg程序 14 | ``` 15 | 稍等片刻，即出现标记工具窗口。 16 | 17 | ### 目前已知存在问题 18 | - [ ] 1.在Windows10下，使用环境为Python3.10.0时，点击Creat ReatBox后工具直接闪退。 19 | - [x] 2.在Windows & Macos下，更改项目格式(例如：PasalVOC转为Yolo)，按下保存后，工具闪退。 20 | 21 | 22 | ### 已知问题的解决方法 23 | 1. (暂无解决方法，可能需要更换Python环境) 24 | 2. 解决方法：先选定Save File Dir（文件储存位置&文件打开位置），再转换格式 25 | 26 | 27 | ## 2.使用标记工具 28 | 29 | 出现标记工具后，先选定读取文件夹与储存文件夹。可以尝试将格式从PasalVOC转为Yolo，并点击保存，如果程序未意外退出，即可进行标记工作。 30 | 如果标记工具意外退出，参考上述已知存在问题，若有更多问题，欢迎留下评论。 31 | 32 | 在图片出现后，点击Creat ReatBox（创建区块），对需要标记的对象选框，并对标签进行命名。 33 | 34 | 点击保存。 35 | 36 | ## 3.标记工具命名规则文件 37 | 链接地址：https://hksyu3-my.sharepoint.com/:x:/g/personal/199010_hksyu_edu_hk/EUxivwAmQ9tImAHFdUAHoKcBkOGMwzNblh-g61EqVktVmg?e=lFS2XL 38 | 39 | （应该能直接点击访问吧。。。。红叉叉的原样是：x：。。。。。被github这边识别为是表情了。。。不知道怎么改。。。。。 40 | 41 | 中国大陆境内可直接访问（实时更新） 42 | 43 | # 内容更新记录 44 | 1.2021/12/08 更新了附带名称的图鉴目录 45 | 46 | 2.更新了一个命名规则的文档 47 | 48 | # Reference 49 | (没啥格式，就有啥标啥） 50 | 1. 《饥荒联机版》图鉴：https://www.gamersky.com/handbook/201702/866370.shtml 51 | 52 | # 未完待续 53 | -------------------------------------------------------------------------------- /PascalVOC2Yolo.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python3 2 | # -*- coding: utf-8 -*- 3 | """ 4 | Created on Wed Nov 17 09:21:47 2021 5 | 6 | @author: muzian 7 | """ 8 | 9 | import glob 10 | import os,shutil 11 | from time import sleep 12 | from bs4 import BeautifulSoup as bs 13 | 14 | #清空文件夹 15 | def emptydir(dirname): 16 | if os.path.isdir(dirname): #如果文件夹存在，则删除资料夹 17 | shutil.retree(dirname) 18 | sleep(2) #必要延迟，避免出错 19 | os.mkdir(dirname) #建立文件夹 20 | 21 | #分类标签标记处 22 | classes = ['1','2','3'] 23 | 24 | print('Start Building Training Data') 25 | emptydir('yolodata') #建立训练资料夹 26 | imgfiles = glob.glob('xxxxxxx\\yyyyyyy\\*.png') #读取图形文件 27 | 28 | #复制图形文件 29 | for fimg in imgfiles: 30 | fname = fimg.split('\\')[-1] #获取文件名称 31 | shutil.copyfile(fimg,'yolodata\\' + fname) #复制文件 32 | 33 | #转换PascalVOC格式至Yolo格式 34 | lbfiles = glob.glob('xxxx\\yyyyyy\\*.xml') #获取已标记的文件 35 | for flb in lbfiles: 36 | fxml = open(flb) 37 | content = fxml.read() 38 | sp = bs(content,'html.parser') #转换为BeautifulSoup格式 39 | imgW = float(sp.find('width').text) #图形宽度 40 | imgH = float(sp.find('height').text) #图形高度 41 | objs = sp.find_all('object') 42 | out = '' 43 | 44 | for obj in objs: 45 | name = obj.find('name').text #标记 46 | xmin = float(obj.find('xmin').text) #左上角x坐标 47 | ymin = float(obj.find('ymin').text) #左上角y坐标 48 | xmax = float(obj.find('xmax').text) #右下角x坐标 49 | ymax = float(obj.find('ymax').text) #右下角y坐标 50 | x = (xmin + (xmax - xmin)/2)/imgW #中心点x坐标比例 51 | y = (ymin + (ymax - ymin)/2)/imgH #中心点y坐标比例 52 | w = (xmax - xmin)/imgW #图形宽度比例 53 | h = (ymax - ymin)/imgH #图形高度比例 54 | out += str(classes.index(name)) + '' + str(x) + '' + str(y) + '' + str(w) + '' + str(h) + '\n' 55 | fname = flb.replace('vocdata\\annotations', 'yolodata').replace('.xml','.txt') #存档路径 56 | ftxt = open(fname,'w') 57 | ftxt.write(out) #写入存档 58 | 59 | fxml.close() 60 | ftxt.close() 61 | print('===Building Training Data Success===') 62 | -------------------------------------------------------------------------------- /autocfg.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python3 2 | # -*- coding: utf-8 -*- 3 | """ 4 | Created on Thu Nov 18 09:34:58 2021 5 | 6 | @author: muzian 7 | """ 8 | 9 | import glob 10 | import os,shutil 11 | import wget 12 | from time import sleep 13 | import random 14 | 15 | 16 | def emptydir(dirname): #清空文件夹 17 | if os.path.isdir(dirname): #如果文件夹存在，则删除文件夹 18 | shutil.retree(dirname) 19 | sleep(2) #强制延迟，避免出现错误 20 | os.mkdir(dirname) #建立文件夹 21 | 22 | batch = 64 #设定每批次处理的资料数量 23 | subdivisions = 4 #设定每批次资料分几次处理 24 | classname = ['1','2','3'] #设定训练文件标签 25 | train = 'cfg/train.txt' #建立训练文件路径 26 | valid = 'cfg/valid.txt' #建立验证文件路径 27 | names = 'cfg/obj.names' #建立标记名称文件路径 28 | backup = 'cfg/weights' #建立储存训练模型文件路径 29 | validratio = 0.1 #设定验证资料占全部资料数量的比例 30 | 31 | print('===Start to build setting data (It will take some time for the first running)===') 32 | 33 | #下载预训练档案 34 | if not os.path.exists("darknet53.conv.74"): 35 | wget.download('https://pjreddie.com/media/files/darknet53.conv.74') 36 | 37 | emptydir('cfg') #建立cfg文件夹，用于存放训练组态资料结构 38 | emptydir(backup) #在cfg文件夹中，建立weights资料夹用于存放训练后的权重文件 39 | 40 | #建立obj.data文件，重要文件！！！！，darknet系统需要使用此文件内容读取训练组态资料结构进行训练 41 | classes = len(classname) #分类标签数量 42 | f = open('cfg/obj.data','w') 43 | out = 'classes = ' + str(classes) + '\n' 44 | out += 'train = ' + train + '\n' 45 | out += 'valid = ' + valid + '\n' 46 | out += 'names = ' + names + '\n' 47 | out += 'backup = ' + backup + '\n' 48 | f.write(out) 49 | 50 | #建立标签文件 51 | f = open(names, 'w') #根据names变量的数值建立档案 52 | out = '' 53 | for cla in classname: #依序将标签名称串列元素值写入档案 54 | out += cla +'\n' 55 | f.write(out) 56 | 57 | 58 | #建立训练&验证文件 59 | imgfiles = glob.glob('yolodata/*.png') #获取图片文件路径 60 | for i in range (len(imgfiles)): 61 | imgfiles[i] = imgfiles[i].replace('\\','/') 62 | valinum = int(len(imgfiles) * validratio) #根据验证文件比例变量值计算验证资料数量 63 | validlist = random.sample(imgfiles, valinum) #验证文件串列：以random.sample方法在imgfiles图片串列中以随机数方式取得validum个元素值 64 | 65 | #将验证的文件写入文件 66 | f = open(valid, 'w') 67 | out = '' 68 | for val in validlist: 69 | out += val + '\n' 70 | f.write(out) 71 | 72 | #建立训练文件档案 73 | f = open(train,'w') 74 | out = '' 75 | 76 | #imgfile图片串列元素中不属于验证资料的就是训练资料 77 | for tra in imgfiles: 78 | if tra not in validlist: 79 | out += tra + '\n' 80 | 81 | f.write(out) 82 | 83 | #建立组态档 84 | cfglist = ['yolov3-tiny-obj.cfg','yolov3.obj.cfg'] #将两个组态档案名称建立串列以便能够使用循环处理 85 | for cfgfile in cfglist: 86 | shutil.copyfile(cfgfile, 'cfg\\' + cfgfile) #复制档案 87 | f = open('cgf\\' + cfgfile, 'r') #复制档案内容 88 | content = f.read() 89 | 90 | #替换资料 91 | content = content.replace('[[batch]]', str(batch)) 92 | content = content.replace('[[subdivisions]]', str(subdivisions)) 93 | content = content.replace('[[classes]]', str(classes)) 94 | content = content.replace('[[filters]]', str((classes+5)*3)) 95 | f = open('cfg\\' + cfgfile, 'w') 96 | f.write(content) 97 | 98 | f.close() 99 | print('===Success in building setting data!===') 100 | 101 | 102 | 103 | 104 | --------------------------------------------------------------------------------