Github人工智能开源项目

人工智能是目下很火的话题:比如人脸识别、语音识别、自动驾驶等等,这些项目都是比较常见的。看看Github上都有哪些开源项目吧。

目录

基于TensorFlow的框架

精选入门教程

无人驾驶

深度强化学习

自然语言处理

文本分类

序列建模

中文分词

基于文本的图像合成

RNN语言建模

神经图灵机

小黄鸡

语音领域

语音合成

语音识别

计算机视觉

风格转换

运用GAN图像生成

图像到图像的翻译

图像超分辨

人脸识别

目标检测

运动识别

图像复原

生成模型

TensorFlow实时debug工具

TensorFlow在树莓派上的应用

TensorFlow基于R的应用

实时Spark与TensorFlow的输入pipeline

caffe与TensorFlow结合

概率建模

大牛github网址收藏


基于TensorFlow的框架

https://github.com/fchollet/keras
https://github.com/tflearn/tflearn
https://github.com/beniz/deepdetect
https://github.com/tensorflow/fold
https://github.com/leriomaggio/deep-learning-keras-tensorflow

精选入门教程

https://github.com/tensorflow/models
https://github.com/aymericdamien/TensorFlow-Examples
https://github.com/donnemartin/data-science-ipython-notebooks
https://github.com/jtoy/awesome-tensorflow
https://github.com/jikexueyuanwiki/tensorflow-zh
https://github.com/nlintz/TensorFlow-Tutorials
https://github.com/pkmital/tensorflow_tutorials
https://github.com/deepmind/learning-to-learn
https://github.com/BinRoot/TensorFlow-Book
https://github.com/jostmey/NakedTensor
https://github.com/alrojo/tensorflow-tutorial
https://github.com/CreatCodeBuild/TensorFlow-and-DeepLearning-Tutorial
https://github.com/sjchoi86/Tensorflow-101
https://github.com/chiphuyen/tf-stanford-tutorials
https://github.com/google/prettytensor
https://github.com/ahangchen/GDLnotes
https://github.com/Hvass-Labs/TensorFlow-Tutorials
https://github.com/NickShahML/tensorflow_with_latest_papers
https://github.com/nfmcclure/tensorflow_cookbook
https://github.com/ppwwyyxx/tensorpack
https://github.com/rasbt/deep-learning-book
https://github.com/pkmital/CADL
https://github.com/tensorflow/skflow

无人驾驶

https://github.com/kevinhughes27/TensorKart
https://github.com/SullyChen/Autopilot-TensorFlow

深度强化学习

https://github.com/dennybritz/reinforcement-learning
https://github.com/zsdonghao/tensorlayer
https://github.com/matthiasplappert/keras-rl
https://github.com/nivwusquorum/tensorflow-deepq
https://github.com/devsisters/DQN-tensorflow
https://github.com/coreylynch/async-rl
https://github.com/carpedm20/deep-rl-tensorflow
https://github.com/yandexdataschool/Practical_RL

自然语言处理

文本分类

https://github.com/dennybritz/cnn-text-classification-tf

序列建模

https://github.com/google/seq2seq

中文分词

https://github.com/koth/kcws

基于文本的图像合成

https://github.com/paarthneekhara/text-to-image

RNN语言建模

https://github.com/sherjilozair/char-rnn-tensorflow
https://github.com/silicon-valley-data-science/RNN-Tutorial

神经图灵机

https://github.com/carpedm20/NTM-tensorflow

小黄鸡

https://github.com/wong2/xiaohuangji

语音领域

语音合成

https://github.com/ibab/tensorflow-wavenet
https://github.com/tomlepaine/fast-wavenet

语音识别

https://github.com/buriburisuri/speech-to-text-wavenet
https://github.com/pannous/tensorflow-speech-recognition

计算机视觉

风格转换

https://github.com/anishathalye/neural-style

https://github.com/cysmith/neural-style-tf

运用GAN图像生成

https://github.com/carpedm20/DCGAN-tensorflow

图像到图像的翻译

https://github.com/affinelayer/pix2pix-tensorflow

图像超分辨

https://github.com/Tetrachrome/subpixel

人脸识别

https://github.com/davidsandberg/facenet

目标检测

https://github.com/TensorBox/TensorBox

运动识别

https://github.com/guillaume-chevalier/LSTM-Human-Activity-Recognition

图像复原

https://github.com/bamos/dcgan-completion.tensorflow

生成模型

https://github.com/wiseodd/generative-models

TensorFlow实时debug工具

https://github.com/ericjang/tdb

TensorFlow在树莓派上的应用

https://github.com/samjabrahams/tensorflow-on-raspberry-pi

TensorFlow基于R的应用

https://github.com/rstudio/tensorflow

实时Spark与TensorFlow的输入pipeline

https://github.com/fluxcapacitor/pipeline
https://github.com/yahoo/TensorFlowOnSpark

caffe与TensorFlow结合

https://github.com/ethereon/caffe-tensorflow

概率建模

https://github.com/blei-lab/edward

大牛github网址收藏

关于文本分类:https://github.com/ChengjinLi/machine_learning
关于聊天机器人:https://github.com/MarkWuNLP/MultiTurnResponseSelection
 

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