DCGAN

1.Installation

nvidia-docker run --name GAN -it -v /your/project/path/:/project/path/ --shm-size=64g nvcr.io/nvidia/pytorch:20.11-py3

apt update

apt install -y libgl1-mesa-glx

pip uninstall opencv-python
pip install opencv-python

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2.Training with Testing

you can change parameters using config.py

cd /project/path
python train.py

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3.Features

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4.Problems

4.1 Nash Equilibrium

GAN에 비해서 어느정도 완화되긴 했지만 생성기와 분별기의 학습 비율 조정에 어려움이 존재한다.