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<!doctype html>
<html>
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="chrome=1">
<title>TinyMS</title>
<link rel="stylesheet" href="stylesheets/styles.css">
<link rel="stylesheet" href="stylesheets/pygment_trac.css">
<meta name="viewport" content="width=device-width">
<!--[if lt IE 9]>
<script src="//html5shiv.googlecode.com/svn/trunk/html5.js"></script>
<![endif]-->
</head>
<body>
<div class="wrapper">
<header>
<h1>TinyMS</h1>
<p>Deep Learning Development Toolkit</p>
<p class="view"><a href="https://github.com/tinyms-ai/tinyms/">View the Project on GitHub <small>tinyms-ai/tinyms</small></a></p>
<ul>
<li><a href="https://pypi.org/project/tinyms">pip install <strong>tinyms</strong></a></li>
<li><a href="https://hub.docker.com/repository/docker/tinyms/tinyms">docker pull <strong>tinyms/tinyms</strong></a></li>
<li><a href="https://github.com/tinyms-ai/tinyms/">Fork On <strong>GitHub</strong></a></li>
</ul>
<p>TinyMS Community Teams</p>
<p> <img src="https://github.com/tinyms-ai/tinyms/raw/main/docs/pic/tinyms-logo.png" alt="TinyMS Team" width="200" height="100" style="vertical-align:left"></p>
<p> <img src="https://github.com/tinyms-ai/tinyms/raw/main/docs/pic/rustedai-logo.png" alt="RustedAI Team" width="200" height="100" style="vertical-align:left"></p>
</header>
<section>
<h1>Tiny | Modular | Simple</h1>
<p><em>View the <a href="https://tinyms.readthedocs.io/">the official documentation</a>.</em></p>
<p>TinyMS is an Easy-to-Use deep learning development toolkit based on <a href="https://github.com/mindspore-ai/mindspore">MindSpore</a>, designed to providing quick-start guidelines for machine learning beginners.</p>
<h2>TinyMS Architecture</h2>
<p><img src="https://github.com/tinyms-ai/tinyms/raw/main/docs/pic/tinyms-architecture.png" alt="TinyMS Arch" style="vertical-align:middle"></p>
<h2>TinyMS Workflow</h2>
<p><img src="https://github.com/tinyms-ai/tinyms/raw/main/docs/pic/tinyms-procedure.png" alt="TinyMS Arch" style="vertical-align:middle"></p>
<h2>Install Document</h2>
<p>Please checkout the <a href="https://tinyms.readthedocs.io/en/latest/quickstart/install.html">install document</a> to quickly install or upgrade TinyMS project.</p>
<h2>Quick Start</h2>
<p>Have no idea what to do with TinyMS❓ See the <a href="https://tinyms.readthedocs.io/en/latest/quickstart/quickstart_in_one_minute.html">Quick Start</a> to implement the image classification application in one minutes❗</p>
<h2>API documentation</h2>
<p>If you are interested in learning TinyMS API, please find TinyMS Python API in <a href="https://tinyms.readthedocs.io/en/latest/tinyms/tinyms.html">API Documentation</a>.</p>
<h2>Tutorial</h2>
<p>For a more detailed step-by-step video tutorial, please refer to the website <iframe src="//player.bilibili.com/player.html?aid=587270323&bvid=BV1MB4y1P79S&cid=317126844&page=1" scrolling="no" border="0" frameborder="no" framespacing="0" allowfullscreen="true"> </iframe></p>
<h2>Community</h2>
<p>For any developers who are not familiar with how TinyMS community works, please find the <a href="https://tinyms.readthedocs.io/en/latest/community/contributing.html">Contributing Guidelines</a>to get started.</p>
<h2>Release Notes</h2>
<p>The release notes, see our <a href="https://github.com/tinyms-ai/tinyms/blob/main/RELEASE.md">RELEASE</a>.</p>
<h2>License</h2>
<p><a href="https://github.com/tinyms-ai/tinyms/blob/main/LICENSE">Apache 2.0 License</a>.</p>
</section>
<footer>
<p>This project is maintained by <a href="https://github.com/tinyms-ai/">TinyMS Team</a></p>
<p><small>Hosted on GitHub Pages — Theme by <a href="https://github.com/orderedlist">orderedlist</a></small></p>
</footer>
</div>
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</body>
</html>