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All Projects → Honlan → Deepinterests

Honlan / Deepinterests

深度有趣

Labels

deep-learningtensorflowcomputer-visionkerasnatural-language-processingartificial-intelligencemit-license

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DeepInterests

深度有趣 - 人工智能实战项目合集

使用Python3、TensorFlow1.9和Keras2.2，课程介绍文章，https://zhuanlan.zhihu.com/p/34744472。

献给每一个有趣的灵魂。

课程特点

  • 精彩绝伦的实战项目合集；
  • 匠心打造、诚意出品；
  • 开源！开源！开源！

前置课程

课程目录

  1. 前言
  2. 准备工作
  3. 高端又一般的词云
  4. 图像风格迁移
  5. 自编码器图像去噪
  6. 变分自编码器
  7. 生成式对抗网络
  8. DCGAN人脸图片生成
  9. Inception-v3图片分类
  10. 股票价格预测
  11. TensorFlow物体检测
  12. 一起来动动手
  13. 词向量的训练
  14. Dlib快速入门
  15. 浅谈中文分词
  16. 令人拍案叫绝的WGAN
  17. CGAN和ACGAN
  18. 二次元头像生成
  19. pix2pix图像翻译
  20. CycleGAN性别转换
  21. 从FlappyBird到DQN
  22. 天马星空的DeepDream
  23. 歌词古诗自动生成
  24. 语句相似度计算
  25. 图像标题生成
  26. Seq2Seq机器翻译
  27. 服饰关键点定位
  28. 自动语音识别
  29. 方言种类分类
  30. 快速图像风格迁移
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