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使用 Label Studio 标注文本

文章目录

使用 Label Studio 标注文本
前言
Label Studio的简单使用
- 1.创建项目
- 2.添加本地存储
- 3.选择标注模板
- 4.添加数据
- 5.标注
- 6.添加关系
总结

前言

Label Studio是一个开源的功能强大的标注平台，可以标注视频，图片，音频，文字等各类型的数据。
这篇文章主要介绍标注员如何使用Label Studio标注文本数据。
下面是开源地址

Github地址

Label Studio的简单使用

1.创建项目

在这里插入图片描述

2.添加本地存储

在这里插入图片描述

这里的路径填写的是之前设置的LOCAL_FILES_DOCUMENT_ROOT的路径，后面加了一个子文件夹Resume_Labeling（该文件夹需要提前创建），
填好之后可以点击Check Connection按钮检查路径是否配置正确
在这里插入图片描述

3.选择标注模板

Projects=>Resume_Labeling=>Settings=>Labeling Interface=>Browse Templates

选择我们刚刚添加的自定义模板
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4.添加数据

把需要标注的文件和一个Import.json文件,放到Resume_Labeling文件夹下，再从界面导入Import.json文件，就可以了
导入数据的文件夹结构
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点击Import按钮，选择Import.json文件

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import.json文件内容

[{"data": {"labeler":"task3@qq.com","reviewver":"reviewver1@qq.com","resume_id":"fsdgsd","rules":"rules","source_resume": "/mydata/local-files/?d=Resume_Labeling/Round1/Import/LabelStudio/source_resume.html","resume": "/mydata/local-files/?d=Resume_Labeling/Round1/Import/LabelStudio/resume.html"}}
]

resume.html 和source_resume.html

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grid;grid-template-columns: auto  auto auto;/* grid-column-gap: 20px; */}.page[theme="beryl"]>.head>.information>.label {display: flex;/* justify-content: flex-end; */margin-bottom: 8px;}.page[theme="beryl"]>.head>.information>.label>.title {font-size: 16px;font-weight: bold;color: #008117;}.page[theme="beryl"]>.head>.information>.label>.msg {font-size: 16px;margin-left: 8px;font-weight: bold;}.page[theme="beryl"]>.head>.information>.label>.icon {width: 18px;height: 22px;object-fit: contain;margin-right: 8px;}.page[theme="beryl"]>.head>.information>.label>.tag {margin-right: 8px;font-weight: bold;}.page[theme="beryl"]>.head>.portrait {/* 48mm x 33mm */height: 182px;width: 125px;object-fit: contain;}.page[theme="beryl"]>.head>.portrait:not([src]) {width: 0;opacity: 0;}/* 以下是详细信息式 */.page[theme="beryl"]>.main {margin-bottom: 36px;}.page[theme="beryl"]>.main>.mainhead {display: flex;margin-bottom: 8px;background: #497089;padding-left: 16px;border-radius: 8px;}.page[theme="beryl"]>.main>.mainhead>.icon {display: none;}.page[theme="beryl"]>.main>.mainhead>.t1 {font-size: 24px;font-weight: bold;color: #ffffff;}.page[theme="beryl"]>.main>.subhead {display: inline;/* grid-template-columns: 1fr auto; */}.page[theme="beryl"]>.main>.subhead>.information {display: grid;grid-template-columns: auto;margin-bottom:20px;}.page[theme="beryl"]>.main>.subhead>.information>.label {display: flex;}.page[theme="beryl"]>.main>.subhead>.information>.label>.title {font-size: 16px;font-weight: bold;color: #008117;}.page[theme="beryl"]>.main>.subhead>.information>.label>.value {font-size: 16px;margin-left: 8px;font-weight: bold;}.page[theme="beryl"]>.main>.subhead>.t2 {font-size: 16px;font-weight: bold;color: #008117;}.page[theme="beryl"]>.main>.subhead>.time {font-weight: bold;color: #008117;}.page[theme="beryl"]>.main>.subhead>.note {font-weight: bold;color: #555555;}.page[theme="beryl"]>.main>ol,ul {padding-left: 20px;}.page[theme="beryl"]>.main>.contents {margin-bottom: 8px;}.page[theme="beryl"]>.main>.contents>div {font-size: 16px;}/* 以下是打印样式处理 */@media print {.page[theme="beryl"] * {color: #000000;}.page[theme="beryl"] {border-radius: 0;box-shadow: none;}}* {padding: 0;margin: 0;user-select: none;box-sizing: border-box;color: #333344;print-color-adjust: exact;-webkit-print-color-adjust: exact;}body {background: #f0f0f0;}.themes {position: fixed;top: 16px;left: 16px;}.themes>div {margin: 16px;font-size: 22px;height: 48px;line-height: 48px;text-align: center;padding: 0 16px;border-radius: 24px;}.themes,.language,.toolbar {display: none;}.language {position: fixed;right: 16px;top: 16px;}.toolbar {position: fixed;right: 16px;bottom: 16px;}.language>div,.toolbar>div {width: 48px;height: 48px;border-radius: 50%;margin: 16px;display: flex;align-items: center;justify-content: center;}.language>div>img {width: 40px;height: 40px;object-fit: contain;}.toolbar>div>img {width: 32px;height: 32px;object-fit: contain;}.themes>.themes-title {font-size: 28px;color: #666666;}.language>div>img,.toolbar>div>img {filter: brightness(2)}.themes>.theme,.language>div,.toolbar>div {background: #f0f0f0;box-shadow: 2px 2px 4px #dadada, -2px -2px 4px #ffffff;color: #666666;}.themes>.theme:active,.language>div:active,.toolbar>div:active {filter: brightness(1.03);}.themes>.theme[selected="true"],.language>div[selected="true"] {box-shadow: inset 2px 2px 4px #dadada, inset -2px -2px 4px #ffffff;}.resume {/* 210mm x 297mm */width: 794px;/* height: 1123px; */margin: 32px auto;}.source {width: 100%;text-align: center;margin-bottom: 32px;}@media print {@page {margin: 0;}.no-print {display: none !important}.resume {margin: 0 auto;}}</style><meta charset="UTF-8"></head><body><div id="resume" class="resume"><div class="page" theme="beryl" style="height: 900px;"><section class="head" name="basic_information"><div><div class="name">个人简历</div></div><div class="information"><div class="label"><h2 class="title">姓名</h2><div class="msg" name="name">xxx</div></div><div class="label"><h2 class="title">性别</h2><div class="msg" name="gender">男</div></div><div class="label"><h2 class="title">年龄</h2><div class="msg" name="age">31</div></div><div class="label"><h2 class="title">邮箱</h2><div class="msg" name="email">dddddd@qq.com</div></div><div class="label"><h2 class="title">电话</h2><div class="msg" name="phone">1111111</div></div><div class="label"><h2 class="title">住址</h2><div class="msg" name="loc"></div></div><div class="label"><h2 class="title">工作年限</h2><div class="msg" name="work_year">2</div></div></div></section><section class="main pri-subdir" name="edu_exp"><div class="mainhead"><h1 class="t1">教育经历</h1></div><div class="subhead" name="edu_exp"><div class="information" name="edu_exp_1"><div class="label"><h2 class="title">学校</h2><div class="value" name="school">美国麻省大学波士顿分校</div></div><div class="label"><h2 class="title">开始时间</h2><div class="value" name="start_time">2015.10</div></div><div class="label"><h2 class="title">结束时间</h2><div class="value" name="end_time">2019.12</div></div></div></div><div class="subhead" name="edu_exp"><div class="information" name="edu_exp_2"><div class="label"><h2 class="title">学校</h2><div class="value" name="school">第二个学校</div></div><div class="label"><h2 class="title">开始时间</h2><div class="value" name="start_time">2015.10</div></div><div class="label"><h2 class="title">结束时间</h2><div class="value" name="end_time">2019.12</div></div></div></div></section><section class="main no-subdir" name="english_ability"><div class="mainhead"><h1 class="t1">英语能力</h1></div><div class="contents"><div>读写能力良好</div><div>听说能力良好</div></div></section><section class="main no-subdir" name="certs"><div class="mainhead"><h1 class="t1">证书</h1></div><div class="contents"><div>证书1</div><div>证书2</div></div></section><footer><div>1</div></footer></div><div class="page" theme="beryl" style="height: 900px;"><section class="main no-subdir" name="skills"><div class="mainhead"><h1 class="t1">专业技能</h1></div><div class="contents"><div>Wireshark- HTTP , DNS, TCP/IP, capture Ethernet data</div><div>VM WorkStation</div></div></section><section class="main no-subdir" name="my_desc"><div class="mainhead"><h1 class="t1">自我评价</h1></div><div class="contents"><div>自我评价内容</div></div></section><section class="main pri-subdir" name="job_exp"><div class="mainhead"><h1 class="t1">工作经历</h1></div><div class="subhead" name="job_exp"><div class="information" name="job_exp_1"><div class="label"><h2 class="title">公司</h2><div class="value" name="company">美团</div></div><div class="label"><h2 class="title">开始时间</h2><div class="value" name="start_time">2023.10</div></div><div class="label"><h2 class="title">结束时间</h2><div class="value" name="end_time">至今</div></div><div class="label"><h2 class="title">岗位</h2><div class="value" name="position">AI岗位</div></div><div class="contents"></div></div></div></section><footer><div>2</div></footer></div><div class="page" theme="beryl" style="height: 900px;"><section class="main pri-subdir" name="job_exp"><div class="subhead"><div class="information" name="job_exp_1"><div class="contents"><div>内容</div></div></div></div><div class="subhead" name="job_exp"><div class="information" name="job_exp_2"><div class="label"><h2 class="title">公司</h2><div class="value" name="company">公司1</div></div><div class="label"><h2 class="title">开始时间</h2><div class="value" name="start_time">2021.08</div></div><div class="label"><h2 class="title">结束时间</h2><div class="value" name="end_time">2023.10</div></div><div class="label"><h2 class="title">岗位</h2><div class="value" name="position">标注审核员</div></div><div class="contents"><div>负责对已标注视频数据内容审核工作</div></div></div></div></section><section class="main pri-subdir" name="proj_exp"><div class="mainhead"><h1 class="t1">项目经历</h1></div><div class="subhead" name="proj_exp"><div class="information" name="proj_exp_1"><div class="label"><h2 class="title">项目名称</h2><div class="value" name="proj_name">AI模型数据标注基础研发平台</div></div><div class="label"><h2 class="title">开始时间</h2><div class="value" name="start_time">2023.10</div></div><div class="label"><h2 class="title">结束时间</h2><div class="value" name="end_time">至今</div></div><div class="label"><h2 class="title">项目职责</h2></div><div class="contents"><div>熟练掌握AI模型训练及评测相关标注任务</div></div><div class="label"><h2 class="title">项目内容</h2></div><div class="contents"></div></div></div></section><footer><div>3</div></footer></div><div class="page" theme="beryl" style="height: 900px;"><section class="main pri-subdir" name="proj_exp"><div class="subhead"><div class="information" name="proj_exp_1"><div class="contents"><div>熟练掌握AI模型训练及评测相关标注任务</div></div></div></div></section><footer><div>4</div></footer></div></div></body>
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