Code Monkey home page Code Monkey logo

til's Introduction

GANs & cGANs

GAN の再現実装をしつつ性能調査をしつつ

環境構築

conda create -n pytorch16 numpy scipy scikit-image scikit-learn matplotlib pandas \
                        opencv tqdm pyyaml jupyterlab tensorboard tensorflow \
                        pytorch torchvision cudatoolkit -c pytorch
conda activate pytorch16
pip install git+https://github.com/yuuho/Hellflame

データセット

Style-GANの論文で作成されたデータセット Flickr-Faces-HQ Dataset (FFHQ) を使う.

Google driveに用意されている FFHQ データセットをすべてダウンロードしてきた. NAS に置いてある.ローカルの machine にコピーして使う.

NAS側 )

NAS:/path/to/FFHQ/ffhq-dataset/
    - ffhq-dataset-v2.json
    - images1024x1024/
    - LICENSE.txt
    - README.txt
    - tfrecords/ffhq/           }
        - ffhq-r02.tfrecords    }
        - ffhq-r03.tfrecords    }
        ...                     }
        - ffhq-r10.tfrecords    }
        - LICENSE.txt           }
    - zips/

ローカルマシン側 )

machine:$MLDATA/tf_ffhq/ffhq    }
    - ffhq-r02.tfrecords        }
    - ffhq-r03.tfrecords        }
    ...                         }
    - ffhq-r10.tfrecords        }
    - LICENSE.txt               }

til's People

Contributors

yuuho avatar

Watchers

James Cloos avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.