covid-19-project

The actual medical data is required for initiating training. For accessing, please contact: kunlunhe@plagh.org

a denseNet structure

A Python 3/TensorFlow implementation of denseNet (with few modifications) (paper).

The deep models in this implementation are built on [TF-slim]

Contents

1. Requirements: Software
2. Repo Organization

Requirements: Software

1. Ubuntu 16
2. Python 3.6+:
3. TensorFlow v1.14+: See TensorFlow Installation with Anaconda.
4. Some additional python packages you may or may not already have: sklearn, easydict, matplotlib scipy, Pillow, tqdm. These should all be pip installable before training (pip install [package]):

Repo Organization

• assests: model related contents
• allReduceProtocal: multi-GPU training protocal
• helper: for data loading