Readme for Development Repository of MoT lab

• Final update: 2018 Apr
• All right reserved @ MoTlab 2018

About

This repository provides tutorial codes of Tensorflow Development

Labs

This repository include several labs generated in MoTLab study

• lab1: A tiny cnn model to train the mnist data set

  • ./lab1_mnist_basic
  • Author: Joonho Lee

• lab2: Building basic convolutional neural networks modules

  • ./lab2_basic_cnn_modules
  • Author: Joonho Lee

• lab8: Squeezenet Tensorflow development

  • ./lab8_squeezenet
  • Author: Joonho Lee

• lab9: Tensorboard use with Mnist data set

  • ./lab9_mnist_tensorboard
  • Author: Joonho Lee

• lab10: tflite conversion from Tensorflow model

  • ./tflite (git submoduled from https://github.com/jwkanggist/tensorflowlite)
  • Author: Jaewook Kang

• lab11: Work with tf.Data to implementation on DataManager for MNIST data set

  • ./lab11_tfdata_example
  • Author: Joonho Lee

• lab12: Use Google Cloud GPU: from how to use to price comparison to colab

  • ./lab12_GoogleCloudGPU
  • Author: Joongwon Hwang and Jaewook Kang

Dependencies

• Tensorflow >=1.4

Releted Materials

• TBU

Feedback

• Issues: report issues, bugs, and request new features
• Pull request
• Email: [email protected]; [email protected]

License

• Apach License 2.0

Authors information

• Joonho Lee
• Jaewook Kang Ph.D.

Code References

Google Tensorflow repo

• https://github.com/tensorflow