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AwesomeDeepLearning

A Deep Learning Journey since May 2019

Awesome Tools

Scientific Papers, chinese version. Open Source Software

Preprocessing

Data Convert

  1. HDF5 with Python, by Noureddin Sadawi (2016)

OpenCV

  1. OpenCV Tutorial,Youtube, by Sentdex(2015)

Online Tutorial

Framework

Keras

  1. Deep Learning basics with Python, TensorFlow and Keras, Youtube, by sendex (2018)

Architechture

MobilNet

  1. Fine-tuning MobileNet with Keras, by deeplizard (2018)

Papers & Source Code

Optimization

  1. Adam Optimization, by Diederik P. Kingma et. al.(2015)

RCNN

  1. RCNN, by Ross Girshick et. al.(2014)
  2. Faster-RCNN, by Shaoqing Ren et. al.(2016)

MobilNet

  1. MobileNet, by Andrew G. Howard et. al. (2017)
  2. Source Code, Keras, by Keras (15 Apr 2019)

GitHub Resources

  1. Awesome Deep learning,GitHub, by ChristosChristofidis

Online Courses

  1. Neural Network and Deep Learning,Coursera, by Andrew Ng

Data Set

  1. Dataturks Open Dataset, by Dataturks
  2. List of Open Source Data