{"id":17464940,"url":"https://github.com/jack-cherish/deep-learning","last_synced_at":"2025-05-15T14:07:03.657Z","repository":{"id":37470935,"uuid":"114429659","full_name":"Jack-Cherish/Deep-Learning","owner":"Jack-Cherish","description":":computer:深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割","archived":false,"fork":false,"pushed_at":"2020-11-22T04:51:55.000Z","size":61476,"stargazers_count":2272,"open_issues_count":5,"forks_count":1004,"subscribers_count":28,"default_branch":"master","last_synced_at":"2025-04-07T17:05:52.281Z","etag":null,"topics":["deep-learning","python","python3","pytorch","tensorflow"],"latest_commit_sha":null,"homepage":"https://cuijiahua.com/blog/dl/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Jack-Cherish.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-12-16T03:12:19.000Z","updated_at":"2025-04-06T07:57:34.000Z","dependencies_parsed_at":"2022-07-13T07:51:20.760Z","dependency_job_id":null,"html_url":"https://github.com/Jack-Cherish/Deep-Learning","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Jack-Cherish%2FDeep-Learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Jack-Cherish%2FDeep-Learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Jack-Cherish%2FDeep-Learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Jack-Cherish%2FDeep-Learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Jack-Cherish","download_url":"https://codeload.github.com/Jack-Cherish/Deep-Learning/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254355335,"owners_count":22057354,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deep-learning","python","python3","pytorch","tensorflow"],"created_at":"2024-10-18T11:07:13.706Z","updated_at":"2025-05-15T14:06:58.647Z","avatar_url":"https://github.com/Jack-Cherish.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Deep-Learning\n\n* 贵有恒，何必三更起五更睡；最无益，只怕一日曝十日寒。\u003cbr\u003e\n\n原创文章每周最少两篇，**后续最新文章**会在[【公众号】](https://cuijiahua.com/wp-content/uploads/2020/05/gzh-w.jpg)首发，视频[【B站】](https://space.bilibili.com/331507846)首发，大家可以加我[【微信】](https://cuijiahua.com/wp-content/uploads/2020/05/gzh-w.jpg)进**交流群**，技术交流或提意见都可以，欢迎**Star**！\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://cuijiahua.com/wp-content/uploads/2020/05/gzh-w.jpg\" target=\"_blank\"\u003e\u003cimg src=\"https://img.shields.io/badge/weChat-微信群-blue.svg\" alt=\"微信群\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://cuijiahua.com/wp-content/uploads/2020/05/gzh-w.jpg\" target=\"_blank\"\u003e\u003cimg src=\"https://img.shields.io/badge/%E5%85%AC%E4%BC%97%E5%8F%B7-Jack%20Cui-lightgrey.svg\" alt=\"公众号\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://space.bilibili.com/331507846\"\u003e\u003cimg src=\"https://img.shields.io/badge/bilibili-哔哩哔哩-critical\" alt=\"B站\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://www.zhihu.com/people/Jack--Cui\" target=\"_blank\"\u003e\u003cimg src=\"https://img.shields.io/badge/zhihu-知乎-informational\" alt=\"知乎\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://blog.csdn.net/c406495762\" target=\"_blank\"\u003e\u003cimg src=\"https://img.shields.io/badge/csdn-CSDN-red.svg\" alt=\"CSDN\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://www.toutiao.com/c/user/token/MS4wLjABAAAA5gJtmezUJ6vli2hZvnN13iLnzKLpuF8gGHeS0iVlmNs/\" target=\"_blank\"\u003e\u003cimg src=\"https://img.shields.io/badge/toutiao-%E5%A4%B4%E6%9D%A1-important.svg\" alt=\"头条\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://juejin.im/user/5ea2ca74e51d4546b50d5f9f\" target=\"_blank\"\u003e\u003cimg src=\"https://img.shields.io/badge/juejin-掘金-blue.svg\" alt=\"掘金\"\u003e\u003c/a\u003e\n\u003c/p\u003e\n\n## Pytorch实战\n|   文章   |  公众号  |    代码    |\n| :------  | :--------: | :--------: |\n| Pytorch深度学习实战教程（一）：语义分割基础与环境搭建 | [公众号](https://mp.weixin.qq.com/s/KI-9z7FBjfoWfZK3PEPXJA \"Pytorch深度学习实战教程（一）：语义分割基础与环境搭建\") | no |\n| Pytorch深度学习实战教程（二）：UNet语义分割网络 | [公众号](https://mp.weixin.qq.com/s/6tZVUbyEjLVewM8vGK9Zhw \"Pytorch深度学习实战教程（二）：UNet语义分割网络\") | [Code](https://github.com/Jack-Cherish/Deep-Learning/tree/master/Pytorch-Seg/lesson-1 \"Pytorch深度学习实战教程（二）：UNet语义分割网络\") |\n| Pytorch深度学习实战教程（三）：UNet模型训练 | [公众号](https://mp.weixin.qq.com/s/7FY77k3xtK-UyfoXpFXgBQ \"Pytorch深度学习实战教程（三）：UNet模型训练\") | [Code](https://github.com/Jack-Cherish/Deep-Learning/tree/master/Pytorch-Seg/lesson-2 \"Pytorch深度学习实战教程（三）：UNet模型训练\") |\n| Pytorch深度学习实战教程（四）：必知必会的炼丹法宝 | [公众号](https://mp.weixin.qq.com/s/RhvCeesbzAQmK0yv8D6LjQ \"Pytorch深度学习实战教程（四）：必知必会的炼丹法宝\") | [Code](https://github.com/Jack-Cherish/Deep-Learning/tree/master/Pytorch-Seg/lesson-3 \"Pytorch深度学习实战教程（四）：必知必会的炼丹法宝\") |\n| Pytorch深度学习实战教程（五）：今天，你垃圾分类了吗 | [公众号](https://mp.weixin.qq.com/s/Yt2M-cjLdRgOowNNm2Ll8Q \"Pytorch深度学习实战教程（五）：今天，你垃圾分类了吗\") | [Code](https://github.com/Jack-Cherish/Deep-Learning/tree/master/Pytorch-Seg/lesson-4 \"Pytorch深度学习实战教程（五）：今天，你垃圾分类了吗\") |\n| Pytorch 深度学习实战教程（六）：仝卓自爆，快本打码 | [公众号](https://mp.weixin.qq.com/s/za4DsGMcLZYCbTir9QFPKQ \"Pytorch 深度学习实战教程（六）：仝卓自爆，快本打码\") | [Code](https://github.com/Jack-Cherish/Deep-Learning/blob/master/face/video_mosaic.py \"Pytorch 深度学习实战教程（六）：仝卓自爆，快本打码\") |\n更新ing...\n\n## 深度学习实战教程\n|   文章   |  个人网站  |    CSDN    |    知乎    |\n| :------  | :--------: | :--------: | :--------: |\n| 深度学习实战教程(一) ：感知器 | [个人网站](https://cuijiahua.com/blog/2018/10/dl-7.html \"深度学习实战教程(一)\") | no | no |\n| 深度学习实战教程(二)：线性单元和梯度下降 | [个人网站](https://cuijiahua.com/blog/2018/11/dl-8.html \"深度学习实战教程(二)\") | no | no |\n| 深度学习实战教程(三)：神经网络和反向传播算法 | [个人网站](https://cuijiahua.com/blog/2018/11/dl-9.html \"深度学习实战教程(三)\") | no | no |\n| 深度学习实战教程(四)：卷积神经网络 | [个人网站](https://cuijiahua.com/blog/2018/12/dl-10.html \"深度学习实战教程(四)\") | no | no |\n| 深度学习实战教程(五)：循环神经网络 | [个人网站](https://cuijiahua.com/blog/2018/12/dl-11.html \"深度学习实战教程(五)\") | no | no |\n| 深度学习实战教程(六)：长短时记忆网络(LSTM) | [个人网站](https://cuijiahua.com/blog/2019/01/dl-12.html \"深度学习实战教程(六)\") | no | no |\n\n## Tensorflow实战\n\n|   文章   |  个人网站  |    CSDN    |    知乎    |\n| :------  | :--------: | :--------: | :--------: |\n| Tensorflow实战（一）：打响深度学习的第一枪 – 手写数字识别（Tensorboard可视化） | [个人网站](http://cuijiahua.com/blog/2018/01/dl_4.html \"手写数字识别\") | no | no |\n| Tensorflow实战（二）：Discuz验证码识别 | [个人网站](http://cuijiahua.com/blog/2018/01/dl_5.html \"Discuz验证码识别\") | no | no |\n\n\n更多精彩，敬请期待！\n\n\u003ca name=\"微信\"\u003e\u003c/a\u003e  \u003ca name=\"公众号\"\u003e\u003c/a\u003e\n\n\u003cimg src=\"https://ftp.bmp.ovh/imgs/2020/07/112254f0199e3d4f.jpg\" alt=\"wechat\" width=\"400\" height=\"200\" align=\"bottom\" /\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjack-cherish%2Fdeep-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjack-cherish%2Fdeep-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjack-cherish%2Fdeep-learning/lists"}