DANN icon indicating copy to clipboard operation
DANN copied to clipboard

pytorch implementation of Domain-Adversarial Training of Neural Networks

This is a pytorch implementation of the paper Unsupervised Domain Adaptation by Backpropagation

Environment

  • Pytorch 1.0
  • Python 2.7

Network Structure

p8KTyD.md.jpg

Dataset

First, you need download the target dataset mnist_m from pan.baidu.com fetch code: kjan or Google Drive

cd dataset
mkdir mnist_m
cd mnist_m
tar -zvxf mnist_m.tar.gz

Training

Then, run main.py

python 3 and docker version please go to DANN_py3