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deep_learning [2021/08/13 08:31] jordan [DL Frameworks] |
deep_learning [2023/03/08 16:09] (current) xujianglong ↷ Page moved from 内部资料:deep_learning to deep_learning |
====== DL learning ====== | ====== DL learning ====== |
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李菲菲计算机视觉权威教程:http:%%//%%cs231n.github.io/ | 李菲菲计算机视觉权威教程:[[http://cs231n.github.io/|http://cs231n.github.io/]] |
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深度学习的学习路线图:http:%%//%%www.cnblogs.com/cyruszhu/p/5496913.html | 深度学习的学习路线图:[[http://www.cnblogs.com/cyruszhu/p/5496913.html|http://www.cnblogs.com/cyruszhu/p/5496913.html]] |
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深度学习相关论文整理:https:%%//%%github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap | 深度学习相关论文整理:[[https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap|https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap]] |
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如何2月内掌握深度学习:https:%%//%%www.quora.com/How-do-I-learn-deep-learning-in-2-months | 如何2月内掌握深度学习:[[https://www.quora.com/How-do-I-learn-deep-learning-in-2-months|https://www.quora.com/How-do-I-learn-deep-learning-in-2-months]] |
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===== DL应用领域 ===== | ===== DL应用领域 ===== |
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* [[计算机视觉]] | * [[:计算机视觉|]] |
* [[自然语言处理]] | * [[:自然语言处理|]] |
* [[语音识别]] | * [[:语音识别|]] |
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====== DL Frameworks ====== | ====== DL Frameworks ====== |
* [[https://deeplearning4j.org/compare-dl4j-tensorflow-pytorch|https://deeplearning4j.org/compare-dl4j-tensorflow-pytorch]] | * [[https://deeplearning4j.org/compare-dl4j-tensorflow-pytorch|https://deeplearning4j.org/compare-dl4j-tensorflow-pytorch]] |
* [[https://awni.github.io/pytorch-tensorflow/|https://awni.github.io/pytorch-tensorflow/]] | * [[https://awni.github.io/pytorch-tensorflow/|https://awni.github.io/pytorch-tensorflow/]] |
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====== Articles ====== | ====== Articles ====== |
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[[https://mp.weixin.qq.com/s/LOdMpiBaQofDWjJkVHplzA|从SGD到NadaMax,十种优化算法原理及实现]] | [[https://mp.weixin.qq.com/s/LOdMpiBaQofDWjJkVHplzA|从SGD到NadaMax,十种优化算法原理及实现]] |
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| ====== 标注工具 ====== |
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| 目前团队正在使用的标注工具:labelme,lableimage, 精灵标注助手 |
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| 目前尝试的web标注工具:cvat |
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| [[https://awesomeopensource.com/project/jsbroks/awesome-dataset-tools|https://awesomeopensource.com/project/jsbroks/awesome-dataset-tools]] |
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| [[https://www.dianwokeji.com/news/bangzhu/138.html|https://www.dianwokeji.com/news/bangzhu/138.html]] |
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| [[http://www.awkvector.com/20191107-2/|http://www.awkvector.com/20191107-2/]] |
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| ====== 论文阅读神器 ====== |
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| [[https://sspai.com/post/56724|文献管理神器 Zotero 学习路径指南]] |
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| [[https://www.zotero.org/download/|Zotero Download]] |
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| [[https://www.mendeley.com/download-reference-manager/windows|Mendeley Download]] |
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| [[https://www.fir.ai/|FIR边写边搜]] |
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| [[https://www.biomart.cn/experiment/793/2714581.htm|6 款主流文献管理软件测评]] |
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| [[https://help.jianguoyun.com/?p=3168|如何在Zotero中设置webdav连接到坚果云?]] |
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| [[http://zengjingda.com/index.php/archives/53.html|zotero 通过群晖的webdav同步文件]] |
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| ====== 数据集 ====== |
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| * [[:ImageNet|]] |
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