ys10/tensorflow-project-template

Template for tensorflow project in python.

Tensorflow Project Template

This project aims to give a general well OOP designed project template for those who deal with Deep Learning projects using TensorFlow.

A related work(MrGemy95/Tensorflow-Project-Template) is proposed to provide a tensorflow project template that combines simplcity, best practice for folder structure and good OOP design.

For more flexiablity on data importing & more training paradigms, we proposed this work.

Requirements

• python 3.x
• tensorflow 1.4+
• bunch
• numpy
• tqdm

Future Work

• data feeding
  • feed_dict demo
  • queue demo
  • dataset demo
• training paradigms
  • pure training demo
  • pure predict demo
  • training & validation demo
• data importing
  • picture demo
  • wave demo
  • language text demo