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<center>
<h1> 钟长鸿 </h1>
<div>
<span>
<img src="assets/phone-solid.svg" width="18px">
18162146140
</span>
·
<span>
<img src="assets/envelope-solid.svg" width="18px">
</span>
·
<span>
<img src="assets/Github-brands.svg" width="18px">
<a href="https://github.com/longredzhong">longredzhong</a>
</span>
</div>
<div style="float:right;"> <img src="assets/avatar.jpg" width="120" high="100"> </div>
</center>
<h2 id="img-src%22assetsinfo-circle-solidsvg%22-width%2230px%22-%E4%B8%AA%E4%BA%BA%E4%BF%A1%E6%81%AF"><img src="assets/info-circle-solid.svg" width="30px"> 个人信息</h2>
<ul>
<li>男，1998 年出生</li>
<li>求职意向：算法工程师</li>
<li>工作经验：1 年</li>
</ul>
<h2 id="img-src%22assetsgraduation-cap-solidsvg%22-width%2230px%22-%E6%95%99%E8%82%B2%E7%BB%8F%E5%8E%86"><img src="assets/graduation-cap-solid.svg" width="30px"> 教育经历</h2>
<ul>
<li>本科，天津师范大学，软件工程专业，2017.09~2021.06</li>
</ul>
<h2 id="img-src%22assetsbriefcase-solidsvg%22-width%2230px%22%E5%B7%A5%E4%BD%9C%E7%BB%8F%E5%8E%86"><img src="assets/briefcase-solid.svg" width="30px">工作经历</h2>
<ul>
<li>北京网聚一点科技有限公司，平台产品研发部，算法研发工程师，2021.04——2021.11</li>
<li>北京贝叶智投科技有限公司，产品技术部，CV 算法工程师，2021.11——2022.05</li>
<li>北京虎示传媒有限公司，平台研发部，AI 算法工程师，2022.06——至今</li>
</ul>
<h2 id="img-src%22assetsproject-diagram-solidsvg%22-width%2230px%22-%E9%A1%B9%E7%9B%AE%E7%BB%8F%E5%8E%86"><img src="assets/project-diagram-solid.svg" width="30px"> 项目经历</h2>
<ul>
<li>
<p><strong>人像美颜——匀肤</strong></p>
<p>该项目使用深度学习算法实现了在移动端的实时匀肤(祛斑祛痘)。
在该项目中主要负责模型轻量化设计和移动端模型优化，使模型体积由 20M 降低到 1.5M，在中端安卓手机速度达到 30fps，高端旗舰手机达到 60fps。
相关技术：网络剪枝、知识精炼、MNN 部署、模型量化</p>
</li>
<li>
<p><strong>视频换脸</strong></p>
<p>基于 DeepFake 的视频换脸服务。
在该项目中负责整体流程设计、各个模块的算法模型优化、训练虚拟人脸模型、整体算法服务部署。
相关技术：StyleGAN、BiSeNet、DeepFaceLab、SimSwap</p>
<p>主要亮点：</p>
<ul>
<li>采用半监督优化人脸分割模型、解决人脸分割数据集不足的问题。</li>
<li>构建生产虚拟人脸模型，解决视频换脸在实际应用中的版权问题。</li>
<li>实现了基于单图的视频换脸。</li>
<li>构建图像和谐化模型，优化在强光和弱光场景下的人脸融合效果。</li>
</ul>
</li>
<li>
<p><strong>分布式 AI 任务队列</strong></p>
<p>基于 Redis 实现的分布 AI 分布式任务队列，实现了在有限的计算资源下最大化的处理多种不同的 AI 任务，实现更高的资源利用率。同时通过任务拆分，实现更高的计算效率。</p>
</li>
</ul>
<h2 id="img-src%22assetstools-solidsvg%22-width%2230px%22-%E6%8A%80%E8%83%BD%E6%B8%85%E5%8D%95"><img src="assets/tools-solid.svg" width="30px"> 技能清单</h2>
<ul>
<li>深度学习框架：TensorFlow/Pytorch</li>
<li>编程语言：Python/C++/Java</li>
<li>数据库相关：MySQL/redis</li>
<li>后端相关：FastAPI/Flask/Django</li>
<li>版本管理、文档和自动化部署工具：Git/Docker</li>
</ul>
<h2 id="img-src%22assetshonor-solidsvg%22-width%2230px%22-%E6%A0%A1%E5%86%85%E8%8D%A3%E8%AA%89"><img src="assets/honor-solid.svg" width="30px"> 校内荣誉</h2>
<ul>
<li>
<p>第六届中国国际“互联网+”大学生创新创业大赛高教主赛道铜奖</p>
</li>
<li>
<p>第十二届中国大学生计算机设计大赛天津市一等奖、全国二等奖</p>
</li>
<li>
<p>第十届中国大学生服务外包创新创业大赛全国三等奖</p>
</li>
<li>
<p>第九届中国大学生服务外包创新创业大赛全国三等奖</p>
</li>
</ul>
<h2 id="img-src%22assetshonor-solidsvg%22-width%2230px%22-%E5%8F%91%E8%A1%A8%E8%AE%BA%E6%96%87"><img src="assets/honor-solid.svg" width="30px"> 发表论文</h2>
<ul>
<li>
<p>[1]刘逸琛,孙华志,马春梅,姜丽芬,钟长鸿.一种基于高层特征融合的网络商品分类[J].北京邮电大学学报,2020,43(05):98-104+117.</p>
</li>
<li>
<p>[2]Changhong Zhong,Lifen Jiang,Yan Liang,Huazhi Sun,Chunmei Ma. Temporal Multiple-convolutional Network for Commodity Classification of Online Retail Platform Data[P]. Machine Learning and Computing,2020.</p>
</li>
<li>
<p>[3]刘晨怡,姜丽芬,王亭,钟长鸿,梁妍.基于 Xception 的座位状态检测模型[J].天津师范大学学报(自然科学版),2019,39(06):62-66.</p>
</li>
</ul>
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