様々なGAN(Generative Adversarial Network)を試してみる
GitHub – eriklindernoren/PyTorch-GAN: PyTorch implementations of Generative Adversarial Networks.
https://github.com/eriklindernoren/PyTorch-GAN
git clone https://github.com/eriklindernoren/PyTorch-GAN
cd PyTorch-GAN/
pip install -r requirements.txt
仮想環境を作ってインストールするバッチファイル
@echo off
call %~dp0\scripts\env_for_icons.bat %*
SET PATH=%PATH%;%WINPYDIRBASE%\PortableGit;%WINPYDIRBASE%\PortableGit\bin
SET PATH=%PATH%;%WINPYDIRBASE%\ffmpeg\bin
If not exist %WINPYDIRBASE%\content mkdir %WINPYDIRBASE%\content
set APP_NAME=PyTorch-GAN
set APP_DIR=%WINPYDIRBASE%\content\%APP_NAME%
echo %APP_DIR%
cd %WINPYDIRBASE%\content\
If not exist %APP_DIR% git clone https://github.com/eriklindernoren/PyTorch-GAN
cd %APP_DIR%
timeout /t 5
if not defined VENV_DIR (set "VENV_DIR=%APP_DIR%\venv")
if EXIST %VENV_DIR% goto :activate_venv
::python.exe -m venv "%VENV_DIR%"
python.exe -m venv "%VENV_DIR%" --system-site-packages
if %ERRORLEVEL% == 0 goto :pip
echo Unable to create venv
goto :skip_venv
:pip
call "%VENV_DIR%\Scripts\activate"
pip install -r requirements.txt
cmd.exe /k
:activate_venv
call "%VENV_DIR%\Scripts\activate"
powershell -ExecutionPolicy -command "$Obj = Start-Process -FilePath timeout -argumentlist '/t 23' -PassThru ; Wait-Process -InputObject $Obj -Timeout 22 " > nul 2>&1
if %errorlevel% equ 0 "D:\WinPython\Spyder.exe" & cmd.exe /k
cmd.exe /k
Auxiliary Classifier GAN
cd implementations/acgan/ & python acgan.py
DualGAN
http://efrosgans.eecs.berkeley.edu/pix2pix/datasets/facades.tar.gz
https://www.kaggle.com/datasets/vikramtiwari/pix2pix-dataset
などからダウンロード"D:\WinPython\content\PyTorch-GAN\data\facades"に配置します
cd implementations/dualgan/ & python dualgan.py --dataset_name facades
ディスカッション
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