mirror of
https://github.com/easydiffusion/easydiffusion.git
synced 2025-01-11 16:58:31 +01:00
v2.1 - Face correction (GFPGAN) and Upscaling (RealESRGAN)
This commit is contained in:
cmdr2
parent
22089c528a
commit
253e75c747
@ -1,5 +1,8 @@
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@echo off
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@REM Caution, this file will make your eyes and brain bleed. It's such an unholy mess.
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@REM Note to self: Please rewrite this in Python. For the sake of your own sanity.
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@>nul grep -c "sd_git_cloned" scripts\install_status.txt
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@if "%ERRORLEVEL%" EQU "0" (
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@echo "Stable Diffusion's git repository was already installed. Updating.."
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@ -51,6 +54,48 @@
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@echo conda_sd_env_created >> ..\scripts\install_status.txt
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)
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@>nul grep -c "conda_sd_gfpgan_deps_installed" ..\scripts\install_status.txt
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@if "%ERRORLEVEL%" EQU "0" (
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@echo "Packages necessary for GFPGAN (Face Correction) were already installed"
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) else (
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@echo. & echo "Downloading packages necessary for GFPGAN (Face Correction).." & echo.
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@call pip install -e git+https://github.com/TencentARC/GFPGAN#egg=GFPGAN || (
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@echo. & echo "Error installing the packages necessary for GFPGAN (Face Correction). Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
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pause
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exit /b
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)
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for /f "tokens=*" %%a in ('python -c "from gfpgan import GFPGANer; print(42)"') do if "%%a" NEQ "42" (
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@echo. & echo "Dependency test failed! Error installing the packages necessary for GFPGAN (Face Correction). Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
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pause
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exit /b
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)
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@echo conda_sd_gfpgan_deps_installed >> ..\scripts\install_status.txt
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)
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@>nul grep -c "conda_sd_esrgan_deps_installed" ..\scripts\install_status.txt
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@if "%ERRORLEVEL%" EQU "0" (
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@echo "Packages necessary for ESRGAN (Resolution Upscaling) were already installed"
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) else (
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@echo. & echo "Downloading packages necessary for ESRGAN (Resolution Upscaling).." & echo.
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@call pip install -e git+https://github.com/xinntao/Real-ESRGAN#egg=realesrgan || (
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@echo. & echo "Error installing the packages necessary for ESRGAN (Resolution Upscaling). Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
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pause
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exit /b
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)
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for /f "tokens=*" %%a in ('python -c "from basicsr.archs.rrdbnet_arch import RRDBNet; from realesrgan import RealESRGANer; print(42)"') do if "%%a" NEQ "42" (
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@echo. & echo "Dependency test failed! Error installing the packages necessary for ESRGAN (Resolution Upscaling). Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
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pause
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exit /b
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)
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@echo conda_sd_esrgan_deps_installed >> ..\scripts\install_status.txt
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)
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@>nul grep -c "conda_sd_ui_deps_installed" ..\scripts\install_status.txt
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@if "%ERRORLEVEL%" EQU "0" (
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echo "Packages necessary for Stable Diffusion UI were already installed"
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@ -77,6 +122,8 @@ call WHERE uvicorn > .tmp
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@echo conda_sd_ui_deps_installed >> ..\scripts\install_status.txt
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)
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@if exist "sd-v1-4.ckpt" (
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for %%I in ("sd-v1-4.ckpt") do if "%%~zI" EQU "4265380512" (
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echo "Data files (weights) necessary for Stable Diffusion were already downloaded"
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@ -105,6 +152,98 @@ call WHERE uvicorn > .tmp
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)
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)
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@if exist "GFPGANv1.3.pth" (
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for %%I in ("GFPGANv1.3.pth") do if "%%~zI" EQU "348632874" (
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echo "Data files (weights) necessary for GFPGAN (Face Correction) were already downloaded"
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) else (
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echo. & echo "The GFPGAN model file present at %cd%\GFPGANv1.3.pth is invalid. It is only %%~zI bytes in size. Re-downloading.." & echo.
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del "GFPGANv1.3.pth"
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)
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)
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@if not exist "GFPGANv1.3.pth" (
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@echo. & echo "Downloading data files (weights) for GFPGAN (Face Correction).." & echo.
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@call curl -L -k https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth > GFPGANv1.3.pth
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@if exist "GFPGANv1.3.pth" (
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for %%I in ("GFPGANv1.3.pth") do if "%%~zI" NEQ "348632874" (
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echo. & echo "Error: The downloaded GFPGAN model file was invalid! Bytes downloaded: %%~zI" & echo.
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echo. & echo "Error downloading the data files (weights) for GFPGAN (Face Correction). Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
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pause
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exit /b
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)
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) else (
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@echo. & echo "Error downloading the data files (weights) for GFPGAN (Face Correction). Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
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pause
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exit /b
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)
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)
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@if exist "RealESRGAN_x4plus.pth" (
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for %%I in ("RealESRGAN_x4plus.pth") do if "%%~zI" EQU "67040989" (
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echo "Data files (weights) necessary for ESRGAN (Resolution Upscaling) x4plus were already downloaded"
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) else (
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echo. & echo "The GFPGAN model file present at %cd%\RealESRGAN_x4plus.pth is invalid. It is only %%~zI bytes in size. Re-downloading.." & echo.
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del "RealESRGAN_x4plus.pth"
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)
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)
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@if not exist "RealESRGAN_x4plus.pth" (
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@echo. & echo "Downloading data files (weights) for ESRGAN (Resolution Upscaling) x4plus.." & echo.
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@call curl -L -k https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth > RealESRGAN_x4plus.pth
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@if exist "RealESRGAN_x4plus.pth" (
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for %%I in ("RealESRGAN_x4plus.pth") do if "%%~zI" NEQ "67040989" (
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echo. & echo "Error: The downloaded ESRGAN x4plus model file was invalid! Bytes downloaded: %%~zI" & echo.
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echo. & echo "Error downloading the data files (weights) for ESRGAN (Resolution Upscaling) x4plus. Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
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pause
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exit /b
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)
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) else (
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@echo. & echo "Error downloading the data files (weights) for ESRGAN (Resolution Upscaling) x4plus. Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
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pause
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exit /b
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)
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)
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@if exist "RealESRGAN_x4plus_anime_6B.pth" (
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for %%I in ("RealESRGAN_x4plus_anime_6B.pth") do if "%%~zI" EQU "17938799" (
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echo "Data files (weights) necessary for ESRGAN (Resolution Upscaling) x4plus_anime were already downloaded"
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) else (
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echo. & echo "The GFPGAN model file present at %cd%\RealESRGAN_x4plus_anime_6B.pth is invalid. It is only %%~zI bytes in size. Re-downloading.." & echo.
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del "RealESRGAN_x4plus_anime_6B.pth"
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)
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)
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@if not exist "RealESRGAN_x4plus_anime_6B.pth" (
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@echo. & echo "Downloading data files (weights) for ESRGAN (Resolution Upscaling) x4plus_anime.." & echo.
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@call curl -L -k https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth > RealESRGAN_x4plus_anime_6B.pth
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@if exist "RealESRGAN_x4plus_anime_6B.pth" (
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for %%I in ("RealESRGAN_x4plus_anime_6B.pth") do if "%%~zI" NEQ "17938799" (
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echo. & echo "Error: The downloaded ESRGAN x4plus_anime model file was invalid! Bytes downloaded: %%~zI" & echo.
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echo. & echo "Error downloading the data files (weights) for ESRGAN (Resolution Upscaling) x4plus_anime. Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
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pause
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exit /b
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)
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) else (
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@echo. & echo "Error downloading the data files (weights) for ESRGAN (Resolution Upscaling) x4plus_anime. Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
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pause
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exit /b
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)
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)
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@>nul grep -c "sd_install_complete" ..\scripts\install_status.txt
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@if "%ERRORLEVEL%" NEQ "0" (
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@echo sd_weights_downloaded >> ..\scripts\install_status.txt
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@ -1,7 +1,10 @@
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cp sd-ui-files/scripts/on_env_start.sh scripts/
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# cp sd-ui-files/scripts/on_env_start.sh scripts/
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source installer/etc/profile.d/conda.sh
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# Caution, this file will make your eyes and brain bleed. It's such an unholy mess.
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# Note to self: Please rewrite this in Python. For the sake of your own sanity.
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if [ -e "scripts/install_status.txt" ] && [ `grep -c sd_git_cloned scripts/install_status.txt` -gt "0" ]; then
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echo "Stable Diffusion's git repository was already installed. Updating.."
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@ -53,6 +56,52 @@ else
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echo conda_sd_env_created >> ../scripts/install_status.txt
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fi
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if [ `grep -c conda_sd_gfpgan_deps_installed ../scripts/install_status.txt` -gt "0" ]; then
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echo "Packages necessary for GFPGAN (Face Correction) were already installed"
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else
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printf "\n\nDownloading packages necessary for GFPGAN (Face Correction)..\n"
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if pip install -e git+https://github.com/TencentARC/GFPGAN#egg=GFPGAN ; then
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echo "Installed. Testing.."
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else
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printf "\n\nError installing the packages necessary for GFPGAN (Face Correction). Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
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read -p "Press any key to continue"
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exit
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fi
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out_test=`python -c "from gfpgan import GFPGANer; print(42)"`
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if [ "$out_test" != "42" ]; then
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printf "\n\nDependency test failed! Error installing the packages necessary for GFPGAN (Face Correction). Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
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read -p "Press any key to continue"
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exit
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fi
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echo conda_sd_gfpgan_deps_installed >> ../scripts/install_status.txt
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fi
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if [ `grep -c conda_sd_esrgan_deps_installed ../scripts/install_status.txt` -gt "0" ]; then
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echo "Packages necessary for ESRGAN (Resolution Upscaling) were already installed"
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else
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printf "\n\nDownloading packages necessary for ESRGAN (Resolution Upscaling)..\n"
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if pip install -e git+https://github.com/xinntao/Real-ESRGAN#egg=realesrgan ; then
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echo "Installed. Testing.."
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else
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printf "\n\nError installing the packages necessary for ESRGAN (Resolution Upscaling). Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
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read -p "Press any key to continue"
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exit
|
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fi
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out_test=`python -c "from basicsr.archs.rrdbnet_arch import RRDBNet; from realesrgan import RealESRGANer; print(42)"`
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if [ "$out_test" != "42" ]; then
|
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printf "\n\nDependency test failed! Error installing the packages necessary for ESRGAN (Resolution Upscaling). Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
|
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read -p "Press any key to continue"
|
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exit
|
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fi
|
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|
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echo conda_sd_esrgan_deps_installed >> ../scripts/install_status.txt
|
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fi
|
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|
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if [ `grep -c conda_sd_ui_deps_installed ../scripts/install_status.txt` -gt "0" ]; then
|
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echo "Packages necessary for Stable Diffusion UI were already installed"
|
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else
|
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@ -75,6 +124,8 @@ else
|
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echo conda_sd_ui_deps_installed >> ../scripts/install_status.txt
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fi
|
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|
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|
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|
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if [ -f "sd-v1-4.ckpt" ]; then
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model_size=`ls -l sd-v1-4.ckpt | awk '{print $5}'`
|
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|
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@ -104,7 +155,106 @@ if [ ! -f "sd-v1-4.ckpt" ]; then
|
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read -p "Press any key to continue"
|
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exit
|
||||
fi
|
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fi
|
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|
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|
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if [ -f "GFPGANv1.3.pth" ]; then
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model_size=`ls -l GFPGANv1.3.pth | awk '{print $5}'`
|
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|
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if [ "$model_size" -eq "348632874" ]; then
|
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echo "Data files (weights) necessary for GFPGAN (Face Correction) were already downloaded"
|
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else
|
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printf "\n\nThe model file present at $PWD/GFPGANv1.3.pth is invalid. It is only $model_size bytes in size. Re-downloading.."
|
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rm GFPGANv1.3.pth
|
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fi
|
||||
fi
|
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|
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if [ ! -f "GFPGANv1.3.pth" ]; then
|
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echo "Downloading data files (weights) for GFPGAN (Face Correction).."
|
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|
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curl -L -k https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth > GFPGANv1.3.pth
|
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|
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if [ -f "GFPGANv1.3.pth" ]; then
|
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model_size=`ls -l GFPGANv1.3.pth | awk '{print $5}'`
|
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if [ ! "$model_size" -eq "348632874" ]; then
|
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printf "\n\nError: The downloaded GFPGAN model file was invalid! Bytes downloaded: $model_size\n\n"
|
||||
printf "\n\nError downloading the data files (weights) for GFPGAN (Face Correction). Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
|
||||
read -p "Press any key to continue"
|
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exit
|
||||
fi
|
||||
else
|
||||
printf "\n\nError downloading the data files (weights) for GFPGAN (Face Correction). Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
|
||||
read -p "Press any key to continue"
|
||||
exit
|
||||
fi
|
||||
fi
|
||||
|
||||
|
||||
if [ -f "RealESRGAN_x4plus.pth" ]; then
|
||||
model_size=`ls -l RealESRGAN_x4plus.pth | awk '{print $5}'`
|
||||
|
||||
if [ "$model_size" -eq "67040989" ]; then
|
||||
echo "Data files (weights) necessary for ESRGAN (Resolution Upscaling) x4plus were already downloaded"
|
||||
else
|
||||
printf "\n\nThe model file present at $PWD/RealESRGAN_x4plus.pth is invalid. It is only $model_size bytes in size. Re-downloading.."
|
||||
rm RealESRGAN_x4plus.pth
|
||||
fi
|
||||
fi
|
||||
|
||||
if [ ! -f "RealESRGAN_x4plus.pth" ]; then
|
||||
echo "Downloading data files (weights) for ESRGAN (Resolution Upscaling) x4plus.."
|
||||
|
||||
curl -L -k https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth > RealESRGAN_x4plus.pth
|
||||
|
||||
if [ -f "RealESRGAN_x4plus.pth" ]; then
|
||||
model_size=`ls -l RealESRGAN_x4plus.pth | awk '{print $5}'`
|
||||
if [ ! "$model_size" -eq "67040989" ]; then
|
||||
printf "\n\nError: The downloaded ESRGAN x4plus model file was invalid! Bytes downloaded: $model_size\n\n"
|
||||
printf "\n\nError downloading the data files (weights) for ESRGAN (Resolution Upscaling) x4plus. Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
|
||||
read -p "Press any key to continue"
|
||||
exit
|
||||
fi
|
||||
else
|
||||
printf "\n\nError downloading the data files (weights) for ESRGAN (Resolution Upscaling) x4plus. Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
|
||||
read -p "Press any key to continue"
|
||||
exit
|
||||
fi
|
||||
fi
|
||||
|
||||
|
||||
if [ -f "RealESRGAN_x4plus_anime_6B.pth" ]; then
|
||||
model_size=`ls -l RealESRGAN_x4plus_anime_6B.pth | awk '{print $5}'`
|
||||
|
||||
if [ "$model_size" -eq "17938799" ]; then
|
||||
echo "Data files (weights) necessary for ESRGAN (Resolution Upscaling) x4plus_anime were already downloaded"
|
||||
else
|
||||
printf "\n\nThe model file present at $PWD/RealESRGAN_x4plus_anime_6B.pth is invalid. It is only $model_size bytes in size. Re-downloading.."
|
||||
rm RealESRGAN_x4plus_anime_6B.pth
|
||||
fi
|
||||
fi
|
||||
|
||||
if [ ! -f "RealESRGAN_x4plus_anime_6B.pth" ]; then
|
||||
echo "Downloading data files (weights) for ESRGAN (Resolution Upscaling) x4plus_anime.."
|
||||
|
||||
curl -L -k https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth > RealESRGAN_x4plus_anime_6B.pth
|
||||
|
||||
if [ -f "RealESRGAN_x4plus_anime_6B.pth" ]; then
|
||||
model_size=`ls -l RealESRGAN_x4plus_anime_6B.pth | awk '{print $5}'`
|
||||
if [ ! "$model_size" -eq "17938799" ]; then
|
||||
printf "\n\nError: The downloaded ESRGAN x4plus_anime model file was invalid! Bytes downloaded: $model_size\n\n"
|
||||
printf "\n\nError downloading the data files (weights) for ESRGAN (Resolution Upscaling) x4plus_anime. Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
|
||||
read -p "Press any key to continue"
|
||||
exit
|
||||
fi
|
||||
else
|
||||
printf "\n\nError downloading the data files (weights) for ESRGAN (Resolution Upscaling) x4plus_anime. Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
|
||||
read -p "Press any key to continue"
|
||||
exit
|
||||
fi
|
||||
fi
|
||||
|
||||
|
||||
if [ `grep -c sd_install_complete ../scripts/install_status.txt` -gt "0" ]; then
|
||||
echo sd_weights_downloaded >> ../scripts/install_status.txt
|
||||
echo sd_install_complete >> ../scripts/install_status.txt
|
||||
fi
|
||||
|
||||
@ -269,7 +269,7 @@
|
||||
<div id="server-status-color"> </div>
|
||||
<span id="server-status-msg">Stable Diffusion is starting..</span>
|
||||
</div>
|
||||
<h1>Stable Diffusion UI <small>v2.08 (beta)</small></h1>
|
||||
<h1>Stable Diffusion UI <small>v2.1 (beta)</small></h1>
|
||||
</div>
|
||||
<div id="editor-inputs">
|
||||
<div id="editor-inputs-prompt" class="row">
|
||||
@ -299,6 +299,16 @@
|
||||
<div id="editor-settings" class="panel-box">
|
||||
<h4 class="collapsible">Advanced Settings</h4>
|
||||
<ul id="editor-settings-entries" class="collapsible-content">
|
||||
<li><input id="use_face_correction" name="use_face_correction" type="checkbox" checked> <label for="use_face_correction">Fix incorrect faces and eyes (uses GFPGAN)</label></li>
|
||||
<li>
|
||||
<input id="use_upscale" name="use_upscale" type="checkbox"> <label for="use_upscale">Upscale the image to 4x resolution using </label>
|
||||
<select id="upscale_model" name="upscale_model">
|
||||
<option value="RealESRGAN_x4plus" selected>RealESRGAN_x4plus</option>
|
||||
<option value="RealESRGAN_x4plus_anime_6B">RealESRGAN_x4plus_anime_6B</option>
|
||||
</select>
|
||||
</li>
|
||||
<li><input id="show_only_filtered_image" name="show_only_filtered_image" type="checkbox"> <label for="show_only_filtered_image">Show only the corrected/upscaled image</label></li>
|
||||
<br/>
|
||||
<li><label for="seed">Seed:</label> <input id="seed" name="seed" size="10" value="30000"> <input id="random_seed" name="random_seed" type="checkbox" checked> <label for="random_seed">Random Image</label></li>
|
||||
<li><label for="num_outputs_total">Number of images to make:</label> <input id="num_outputs_total" name="num_outputs_total" value="1" size="4"> <label for="num_outputs_parallel">Generate in parallel:</label> <input id="num_outputs_parallel" name="num_outputs_parallel" value="1" size="4"> (images at once)</li>
|
||||
<li><label for="width">Width:</label>
|
||||
@ -391,6 +401,9 @@ const USE_TURBO_MODE_KEY = "useTurboMode"
|
||||
const DISK_PATH_KEY = "diskPath"
|
||||
const ADVANCED_PANEL_OPEN_KEY = "advancedPanelOpen"
|
||||
const MODIFIERS_PANEL_OPEN_KEY = "modifiersPanelOpen"
|
||||
const USE_FACE_CORRECTION_KEY = "useFaceCorrection"
|
||||
const USE_UPSCALING_KEY = "useUpscaling"
|
||||
const SHOW_ONLY_FILTERED_IMAGE_KEY = "showOnlyFilteredImage"
|
||||
const HEALTH_PING_INTERVAL = 5 // seconds
|
||||
const MAX_INIT_IMAGE_DIMENSION = 768
|
||||
|
||||
@ -418,6 +431,10 @@ let diskPathField = document.querySelector('#diskPath')
|
||||
// let allowNSFWField = document.querySelector("#allow_nsfw")
|
||||
let promptStrengthField = document.querySelector('#prompt_strength')
|
||||
let promptStrengthValueLabel = document.querySelector('#prompt_strength_value')
|
||||
let useFaceCorrectionField = document.querySelector("#use_face_correction")
|
||||
let useUpscalingField = document.querySelector("#use_upscale")
|
||||
let upscaleModelField = document.querySelector("#upscale_model")
|
||||
let showOnlyFilteredImageField = document.querySelector("#show_only_filtered_image")
|
||||
|
||||
let makeImageBtn = document.querySelector('#makeImage')
|
||||
|
||||
@ -486,6 +503,18 @@ function isSoundEnabled() {
|
||||
return getLocalStorageBoolItem(SOUND_ENABLED_KEY, true)
|
||||
}
|
||||
|
||||
function isFaceCorrectionEnabled() {
|
||||
return getLocalStorageBoolItem(USE_FACE_CORRECTION_KEY, false)
|
||||
}
|
||||
|
||||
function isUpscalingEnabled() {
|
||||
return getLocalStorageBoolItem(USE_UPSCALING_KEY, false)
|
||||
}
|
||||
|
||||
function isShowOnlyFilteredImageEnabled() {
|
||||
return getLocalStorageBoolItem(SHOW_ONLY_FILTERED_IMAGE_KEY, false)
|
||||
}
|
||||
|
||||
function isSaveToDiskEnabled() {
|
||||
return getLocalStorageBoolItem(SAVE_TO_DISK_KEY, false)
|
||||
}
|
||||
@ -781,6 +810,18 @@ async function makeImage() {
|
||||
reqBody['save_to_disk_path'] = diskPathField.value.trim()
|
||||
}
|
||||
|
||||
if (useFaceCorrectionField.checked) {
|
||||
reqBody['use_face_correction'] = 'GFPGANv1.3'
|
||||
}
|
||||
|
||||
if (useUpscalingField.checked) {
|
||||
reqBody['use_upscale'] = upscaleModelField.value
|
||||
}
|
||||
|
||||
if (showOnlyFilteredImageField.checked && (useUpscalingField.checked || useFaceCorrectionField.checked)) {
|
||||
reqBody['show_only_filtered_image'] = showOnlyFilteredImageField.checked
|
||||
}
|
||||
|
||||
let time = new Date().getTime()
|
||||
imagesContainer.innerHTML = ''
|
||||
|
||||
@ -823,13 +864,14 @@ async function makeImage() {
|
||||
function createFileName() {
|
||||
|
||||
// Most important information is the prompt
|
||||
const underscoreName = lastPromptUsed.replace(/[^a-zA-Z0-9]/g, '_');
|
||||
let underscoreName = lastPromptUsed.replace(/[^a-zA-Z0-9]/g, '_')
|
||||
underscoreName = underscoreName.substring(0, 100)
|
||||
const seed = seedField.value;
|
||||
const steps = numInferenceStepsField.value;
|
||||
const guidance = guidanceScaleField.value;
|
||||
|
||||
// name and the top level metadata
|
||||
let fileName = `sd_${underscoreName}_Seed-${seed}_Steps-${steps}_Guidance-${guidance}`;
|
||||
let fileName = `${underscoreName}_Seed-${seed}_Steps-${steps}_Guidance-${guidance}`
|
||||
|
||||
// add the tags
|
||||
// let tags = [];
|
||||
@ -848,9 +890,9 @@ function createFileName() {
|
||||
// fileName += `${tagString}`;
|
||||
|
||||
// add the file extension
|
||||
fileName += `.png`;
|
||||
fileName += `.png`
|
||||
|
||||
return fileName;
|
||||
return fileName
|
||||
}
|
||||
|
||||
|
||||
@ -860,6 +902,15 @@ soundToggle.checked = isSoundEnabled()
|
||||
saveToDiskField.checked = isSaveToDiskEnabled()
|
||||
diskPathField.disabled = !saveToDiskField.checked
|
||||
|
||||
useFaceCorrectionField.addEventListener('click', handleBoolSettingChange(USE_FACE_CORRECTION_KEY))
|
||||
useFaceCorrectionField.checked = isFaceCorrectionEnabled()
|
||||
|
||||
useUpscalingField.checked = isUpscalingEnabled()
|
||||
upscaleModelField.disabled = !useUpscalingField.checked
|
||||
|
||||
showOnlyFilteredImageField.addEventListener('click', handleBoolSettingChange(SHOW_ONLY_FILTERED_IMAGE_KEY))
|
||||
showOnlyFilteredImageField.checked = isShowOnlyFilteredImageEnabled()
|
||||
|
||||
useCPUField.addEventListener('click', handleBoolSettingChange(USE_CPU_KEY))
|
||||
useCPUField.checked = isUseCPUEnabled()
|
||||
|
||||
@ -876,6 +927,11 @@ saveToDiskField.addEventListener('click', function(e) {
|
||||
handleBoolSettingChange(SAVE_TO_DISK_KEY)(e)
|
||||
})
|
||||
|
||||
useUpscalingField.addEventListener('click', function(e) {
|
||||
upscaleModelField.disabled = !this.checked
|
||||
handleBoolSettingChange(USE_UPSCALING_KEY)(e)
|
||||
})
|
||||
|
||||
function setPanelOpen(panelHandle) {
|
||||
let panelContents = panelHandle.nextElementSibling
|
||||
panelHandle.classList.add('active')
|
||||
@ -1137,6 +1193,8 @@ async function init() {
|
||||
|
||||
setInterval(healthCheck, HEALTH_PING_INTERVAL * 1000)
|
||||
healthCheck()
|
||||
|
||||
playSound()
|
||||
}
|
||||
|
||||
init()
|
||||
|
||||
@ -17,6 +17,9 @@ class Request:
|
||||
turbo: bool = True
|
||||
use_cpu: bool = False
|
||||
use_full_precision: bool = False
|
||||
use_face_correction: str = None # or "GFPGANv1.3"
|
||||
use_upscale: str = None # or "RealESRGAN_x4plus" or "RealESRGAN_x4plus_anime_6B"
|
||||
show_only_filtered_image: bool = False
|
||||
|
||||
def to_string(self):
|
||||
return f'''
|
||||
@ -30,7 +33,10 @@ class Request:
|
||||
save_to_disk_path: {self.save_to_disk_path}
|
||||
turbo: {self.turbo}
|
||||
use_cpu: {self.use_cpu}
|
||||
use_full_precision: {self.use_full_precision}'''
|
||||
use_full_precision: {self.use_full_precision}
|
||||
use_face_correction: {self.use_face_correction}
|
||||
use_upscale: {self.use_upscale}
|
||||
show_only_filtered_image: {self.show_only_filtered_image}'''
|
||||
|
||||
class Image:
|
||||
data: str # base64
|
||||
|
||||
@ -16,12 +16,17 @@ from ldm.util import instantiate_from_config
|
||||
from optimizedSD.optimUtils import split_weighted_subprompts
|
||||
from transformers import logging
|
||||
|
||||
from gfpgan import GFPGANer
|
||||
from basicsr.archs.rrdbnet_arch import RRDBNet
|
||||
from realesrgan import RealESRGANer
|
||||
|
||||
import uuid
|
||||
|
||||
logging.set_verbosity_error()
|
||||
|
||||
# consts
|
||||
config_yaml = "optimizedSD/v1-inference.yaml"
|
||||
filename_regex = re.compile('[^a-zA-Z0-9]')
|
||||
|
||||
# api stuff
|
||||
from . import Request, Response, Image as ResponseImage
|
||||
@ -31,10 +36,16 @@ from io import BytesIO
|
||||
# local
|
||||
session_id = str(uuid.uuid4())[-8:]
|
||||
|
||||
ckpt = None
|
||||
ckpt_file = None
|
||||
gfpgan_file = None
|
||||
real_esrgan_file = None
|
||||
|
||||
model = None
|
||||
modelCS = None
|
||||
modelFS = None
|
||||
model_gfpgan = None
|
||||
model_real_esrgan = None
|
||||
|
||||
model_is_half = False
|
||||
model_fs_is_half = False
|
||||
device = None
|
||||
@ -43,25 +54,30 @@ precision = 'autocast'
|
||||
sampler_plms = None
|
||||
sampler_ddim = None
|
||||
|
||||
has_valid_gpu = False
|
||||
force_full_precision = False
|
||||
try:
|
||||
gpu_name = torch.cuda.get_device_name(torch.cuda.current_device())
|
||||
force_full_precision = ('nvidia' in gpu_name.lower()) and (' 1660' in gpu_name or ' 1650' in gpu_name) # otherwise these NVIDIA cards create green images
|
||||
has_valid_gpu = True
|
||||
force_full_precision = ('nvidia' in gpu_name.lower()) and ('1660' in gpu_name or ' 1650' in gpu_name) # otherwise these NVIDIA cards create green images
|
||||
if force_full_precision:
|
||||
print('forcing full precision on NVIDIA 16xx cards, to avoid green images')
|
||||
print('forcing full precision on NVIDIA 16xx cards, to avoid green images. GPU detected: ', gpu_name)
|
||||
except:
|
||||
print('WARNING: No compatible GPU found. Using the CPU, but this will be very slow!')
|
||||
pass
|
||||
|
||||
# api
|
||||
def load_model(ckpt_to_use, device_to_use='cuda', turbo=False, unet_bs_to_use=1, precision_to_use='autocast', half_model_fs=False):
|
||||
global ckpt, model, modelCS, modelFS, model_is_half, device, unet_bs, precision, model_fs_is_half
|
||||
def load_model_ckpt(ckpt_to_use, device_to_use='cuda', turbo=False, unet_bs_to_use=1, precision_to_use='autocast', half_model_fs=False):
|
||||
global ckpt_file, model, modelCS, modelFS, model_is_half, device, unet_bs, precision, model_fs_is_half
|
||||
|
||||
ckpt = ckpt_to_use
|
||||
device = device_to_use
|
||||
ckpt_file = ckpt_to_use
|
||||
device = device_to_use if has_valid_gpu else 'cpu'
|
||||
precision = precision_to_use if not force_full_precision else 'full'
|
||||
unet_bs = unet_bs_to_use
|
||||
|
||||
sd = load_model_from_config(f"{ckpt}")
|
||||
if device == 'cpu':
|
||||
precision = 'full'
|
||||
|
||||
sd = load_model_from_config(f"{ckpt_file}.ckpt")
|
||||
li, lo = [], []
|
||||
for key, value in sd.items():
|
||||
sp = key.split(".")
|
||||
@ -111,29 +127,89 @@ def load_model(ckpt_to_use, device_to_use='cuda', turbo=False, unet_bs_to_use=1,
|
||||
else:
|
||||
model_fs_is_half = False
|
||||
|
||||
print('loaded ', ckpt_file, 'to', device, 'precision', precision)
|
||||
|
||||
def load_model_gfpgan(gfpgan_to_use):
|
||||
global gfpgan_file, model_gfpgan
|
||||
|
||||
if gfpgan_to_use is None:
|
||||
return
|
||||
|
||||
gfpgan_file = gfpgan_to_use
|
||||
model_path = gfpgan_to_use + ".pth"
|
||||
|
||||
if device == 'cpu':
|
||||
model_gfpgan = GFPGANer(model_path=model_path, upscale=1, arch='clean', channel_multiplier=2, bg_upsampler=None, device=torch.device('cpu'))
|
||||
else:
|
||||
model_gfpgan = GFPGANer(model_path=model_path, upscale=1, arch='clean', channel_multiplier=2, bg_upsampler=None, device=torch.device('cuda'))
|
||||
|
||||
print('loaded ', gfpgan_to_use, 'to', device, 'precision', precision)
|
||||
|
||||
def load_model_real_esrgan(real_esrgan_to_use):
|
||||
global real_esrgan_file, model_real_esrgan
|
||||
|
||||
if real_esrgan_to_use is None:
|
||||
return
|
||||
|
||||
real_esrgan_file = real_esrgan_to_use
|
||||
model_path = real_esrgan_to_use + ".pth"
|
||||
|
||||
RealESRGAN_models = {
|
||||
'RealESRGAN_x4plus': RRDBNet(num_in_ch=3, num_out_ch=3, num_feat=64, num_block=23, num_grow_ch=32, scale=4),
|
||||
'RealESRGAN_x4plus_anime_6B': RRDBNet(num_in_ch=3, num_out_ch=3, num_feat=64, num_block=6, num_grow_ch=32, scale=4)
|
||||
}
|
||||
|
||||
model_to_use = RealESRGAN_models[real_esrgan_to_use]
|
||||
|
||||
if device == 'cpu':
|
||||
model_real_esrgan = RealESRGANer(scale=2, model_path=model_path, model=model_to_use, pre_pad=0, half=False) # cpu does not support half
|
||||
model_real_esrgan.device = torch.device('cpu')
|
||||
model_real_esrgan.model.to('cpu')
|
||||
else:
|
||||
model_real_esrgan = RealESRGANer(scale=2, model_path=model_path, model=model_to_use, pre_pad=0, half=model_is_half)
|
||||
|
||||
model_real_esrgan.model.name = real_esrgan_to_use
|
||||
|
||||
print('loaded ', real_esrgan_to_use, 'to', device, 'precision', precision)
|
||||
|
||||
def mk_img(req: Request):
|
||||
global modelFS, device
|
||||
global model_gfpgan, model_real_esrgan
|
||||
|
||||
res = Response()
|
||||
res.images = []
|
||||
|
||||
model.turbo = req.turbo
|
||||
if req.use_cpu:
|
||||
device = 'cpu'
|
||||
if device != 'cpu':
|
||||
device = 'cpu'
|
||||
|
||||
if model_is_half:
|
||||
print('reloading model for cpu')
|
||||
load_model(ckpt, device)
|
||||
if model_is_half:
|
||||
load_model_ckpt(ckpt_file, device)
|
||||
|
||||
load_model_gfpgan(gfpgan_file)
|
||||
load_model_real_esrgan(real_esrgan_file)
|
||||
else:
|
||||
device = 'cuda'
|
||||
if has_valid_gpu:
|
||||
prev_device = device
|
||||
device = 'cuda'
|
||||
|
||||
if (precision == 'autocast' and (req.use_full_precision or not model_is_half)) or \
|
||||
(precision == 'full' and not req.use_full_precision and not force_full_precision) or \
|
||||
(req.init_image is None and model_fs_is_half) or \
|
||||
(req.init_image is not None and not model_fs_is_half and not force_full_precision):
|
||||
if (precision == 'autocast' and (req.use_full_precision or not model_is_half)) or \
|
||||
(precision == 'full' and not req.use_full_precision and not force_full_precision) or \
|
||||
(req.init_image is None and model_fs_is_half) or \
|
||||
(req.init_image is not None and not model_fs_is_half and not force_full_precision):
|
||||
|
||||
print('reloading model for cuda')
|
||||
load_model(ckpt, device, model.turbo, unet_bs, ('full' if req.use_full_precision else 'autocast'), half_model_fs=(req.init_image is not None and not req.use_full_precision))
|
||||
load_model_ckpt(ckpt_file, device, model.turbo, unet_bs, ('full' if req.use_full_precision else 'autocast'), half_model_fs=(req.init_image is not None and not req.use_full_precision))
|
||||
|
||||
if prev_device != device:
|
||||
load_model_gfpgan(gfpgan_file)
|
||||
load_model_real_esrgan(real_esrgan_file)
|
||||
|
||||
if req.use_face_correction != gfpgan_file:
|
||||
load_model_gfpgan(req.use_face_correction)
|
||||
|
||||
if req.use_upscale != real_esrgan_file:
|
||||
load_model_real_esrgan(req.use_upscale)
|
||||
|
||||
model.cdevice = device
|
||||
modelCS.cond_stage_model.device = device
|
||||
@ -152,6 +228,9 @@ def mk_img(req: Request):
|
||||
opt_strength = req.prompt_strength
|
||||
opt_save_to_disk_path = req.save_to_disk_path
|
||||
opt_init_img = req.init_image
|
||||
opt_use_face_correction = req.use_face_correction
|
||||
opt_use_upscale = req.use_upscale
|
||||
opt_show_only_filtered = req.show_only_filtered_image
|
||||
opt_format = 'png'
|
||||
|
||||
print(req.to_string(), '\n device', device)
|
||||
@ -245,29 +324,54 @@ def mk_img(req: Request):
|
||||
x_samples_ddim = modelFS.decode_first_stage(x_samples[i].unsqueeze(0))
|
||||
x_sample = torch.clamp((x_samples_ddim + 1.0) / 2.0, min=0.0, max=1.0)
|
||||
x_sample = 255.0 * rearrange(x_sample[0].cpu().numpy(), "c h w -> h w c")
|
||||
img = Image.fromarray(x_sample.astype(np.uint8))
|
||||
|
||||
img_data = img_to_base64_str(img)
|
||||
res.images.append(ResponseImage(data=img_data, seed=opt_seed))
|
||||
x_sample = x_sample.astype(np.uint8)
|
||||
img = Image.fromarray(x_sample)
|
||||
|
||||
if opt_save_to_disk_path is not None:
|
||||
try:
|
||||
prompt_flattened = "_".join(re.split(":| ", prompts[0]))
|
||||
prompt_flattened = prompt_flattened.replace(',', '')
|
||||
prompt_flattened = prompt_flattened[:50]
|
||||
prompt_flattened = filename_regex.sub('_', prompts[0])
|
||||
prompt_flattened = prompt_flattened[:50]
|
||||
|
||||
img_id = str(uuid.uuid4())[-8:]
|
||||
img_id = str(uuid.uuid4())[-8:]
|
||||
|
||||
file_path = f"{prompt_flattened}_{img_id}"
|
||||
img_out_path = os.path.join(session_out_path, f"{file_path}.{opt_format}")
|
||||
meta_out_path = os.path.join(session_out_path, f"{file_path}.txt")
|
||||
file_path = f"{prompt_flattened}_{img_id}"
|
||||
img_out_path = os.path.join(session_out_path, f"{file_path}.{opt_format}")
|
||||
meta_out_path = os.path.join(session_out_path, f"{file_path}.txt")
|
||||
|
||||
metadata = f"{prompts[0]}\nWidth: {opt_W}\nHeight: {opt_H}\nSeed: {opt_seed}\nSteps: {opt_ddim_steps}\nGuidance Scale: {opt_scale}"
|
||||
img.save(img_out_path)
|
||||
with open(meta_out_path, 'w') as f:
|
||||
f.write(metadata)
|
||||
except:
|
||||
print('could not save the file', traceback.format_exc())
|
||||
if not opt_show_only_filtered:
|
||||
save_image(img, img_out_path)
|
||||
|
||||
save_metadata(meta_out_path, prompts, opt_seed, opt_W, opt_H, opt_ddim_steps, opt_scale, opt_strength, opt_use_face_correction, opt_use_upscale)
|
||||
|
||||
if not opt_show_only_filtered:
|
||||
img_data = img_to_base64_str(img)
|
||||
res.images.append(ResponseImage(data=img_data, seed=opt_seed))
|
||||
|
||||
if (opt_use_face_correction is not None and opt_use_face_correction.startswith('GFPGAN')) or \
|
||||
(opt_use_upscale is not None and opt_use_upscale.startswith('RealESRGAN')):
|
||||
|
||||
gc()
|
||||
filters_applied = []
|
||||
|
||||
if opt_use_face_correction:
|
||||
_, _, output = model_gfpgan.enhance(x_sample[:,:,::-1], has_aligned=False, only_center_face=False, paste_back=True)
|
||||
x_sample = output[:,:,::-1]
|
||||
filters_applied.append(opt_use_face_correction)
|
||||
|
||||
if opt_use_upscale:
|
||||
output, _ = model_real_esrgan.enhance(x_sample[:,:,::-1])
|
||||
x_sample = output[:,:,::-1]
|
||||
filters_applied.append(opt_use_upscale)
|
||||
|
||||
filtered_image = Image.fromarray(x_sample)
|
||||
|
||||
filtered_img_data = img_to_base64_str(filtered_image)
|
||||
res.images.append(ResponseImage(data=filtered_img_data, seed=opt_seed))
|
||||
|
||||
filters_applied = "_".join(filters_applied)
|
||||
|
||||
if opt_save_to_disk_path is not None:
|
||||
filtered_img_out_path = os.path.join(session_out_path, f"{file_path}_{filters_applied}.{opt_format}")
|
||||
save_image(filtered_image, filtered_img_out_path)
|
||||
|
||||
seeds += str(opt_seed) + ","
|
||||
opt_seed += 1
|
||||
@ -282,6 +386,21 @@ def mk_img(req: Request):
|
||||
|
||||
return res
|
||||
|
||||
def save_image(img, img_out_path):
|
||||
try:
|
||||
img.save(img_out_path)
|
||||
except:
|
||||
print('could not save the file', traceback.format_exc())
|
||||
|
||||
def save_metadata(meta_out_path, prompts, opt_seed, opt_W, opt_H, opt_ddim_steps, opt_scale, opt_prompt_strength, opt_correct_face, opt_upscale):
|
||||
metadata = f"{prompts[0]}\nWidth: {opt_W}\nHeight: {opt_H}\nSeed: {opt_seed}\nSteps: {opt_ddim_steps}\nGuidance Scale: {opt_scale}\nPrompt Strength: {opt_prompt_strength}\nUse Face Correction: {opt_correct_face}\nUse Upscaling: {opt_upscale}"
|
||||
|
||||
try:
|
||||
with open(meta_out_path, 'w') as f:
|
||||
f.write(metadata)
|
||||
except:
|
||||
print('could not save the file', traceback.format_exc())
|
||||
|
||||
def _txt2img(opt_W, opt_H, opt_n_samples, opt_ddim_steps, opt_scale, start_code, opt_C, opt_f, opt_ddim_eta, c, uc, opt_seed):
|
||||
shape = [opt_n_samples, opt_C, opt_H // opt_f, opt_W // opt_f]
|
||||
|
||||
@ -327,6 +446,13 @@ def _img2img(init_latent, t_enc, batch_size, opt_scale, c, uc, opt_ddim_steps, o
|
||||
|
||||
return samples_ddim
|
||||
|
||||
def gc():
|
||||
if device == 'cpu':
|
||||
return
|
||||
|
||||
torch.cuda.empty_cache()
|
||||
torch.cuda.ipc_collect()
|
||||
|
||||
# internal
|
||||
|
||||
def chunk(it, size):
|
||||
|
||||
@ -42,6 +42,9 @@ class ImageRequest(BaseModel):
|
||||
turbo: bool = True
|
||||
use_cpu: bool = False
|
||||
use_full_precision: bool = False
|
||||
use_face_correction: str = None # or "GFPGANv1.3"
|
||||
use_upscale: str = None # or "RealESRGAN_x4plus" or "RealESRGAN_x4plus_anime_6B"
|
||||
show_only_filtered_image: bool = False
|
||||
|
||||
@app.get('/')
|
||||
def read_root():
|
||||
@ -61,7 +64,7 @@ async def ping():
|
||||
model_is_loading = True
|
||||
|
||||
from sd_internal import runtime
|
||||
runtime.load_model(ckpt_to_use="sd-v1-4.ckpt")
|
||||
runtime.load_model_ckpt(ckpt_to_use="sd-v1-4")
|
||||
|
||||
model_loaded = True
|
||||
model_is_loading = False
|
||||
@ -91,6 +94,9 @@ async def image(req : ImageRequest):
|
||||
r.use_cpu = req.use_cpu
|
||||
r.use_full_precision = req.use_full_precision
|
||||
r.save_to_disk_path = req.save_to_disk_path
|
||||
r.use_upscale: str = req.use_upscale
|
||||
r.use_face_correction = req.use_face_correction
|
||||
r.show_only_filtered_image = req.show_only_filtered_image
|
||||
|
||||
try:
|
||||
res: Response = runtime.mk_img(r)
|
||||
|
||||
Loading…
Reference in New Issue
Block a user