Gradio APP for Deterministic Text and Graphs Having Images Upscaling based on ImageMagick - Windows, RunPod, Massed Compute

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Latest APP and installer zip file : Text_Graph_Img_Upscaler_v1.zip

ImageMagick is necessary to install : https://imagemagick.org/archive/binaries/ImageMagick-7.1.1-44-Q16-HDRI-x64-dll.exe

• If you need to upscale images that has tiny text like below, diffusion or GAN based upscaler usually breaking the text

• Therefore we are going to use more traditional upscaling with using famous ImageMagick library

• Example useful case image (as you can see this image has very tiny text so upscale has to properly preserve them)

• The app is fully multi-threaded therefore set thread count according to your CPU

• The APP uses CPU rather than GPU

 Windows Requirements

ImageMagick is necessary to install : https://imagemagick.org/archive/binaries/ImageMagick-7.1.1-44-Q16-HDRI-x64-dll.exe

After that

• Python 3.10, FFmpeg, CUDA 12.4, cuDNN 8.9 and 9.4+, C++ tools and Git

• If it doesn't work make sure to below tutorial and install everything exactly as shown in this below tutorial

• https://youtu.be/DrhUHnYfwC0

How To Install and Use:

Windows:

• First watch above requirements tutorial and follow every step

  • Extract zip archive into a drive like c:/text_upscaler

  • Longer directory path causes issues and don't use space characters in folder names

  • Double click and install with Windows_Install.bat and that is it

  • Then run with Windows_Start_App.bat to start Paints Upscaler SECourses APP

  • And follow above and below attached screenshot

Massed Compute (Recommend Cloud) :

• Please register via this link : https://vm.massedcompute.com/signup?linkId=lp_034338&sourceId=secourses&tenantId=massed-compute

  • Use our coupon SECourses

  • Our coupon works on following GPUS

    • L40 : 625 GB Disk Space, 128 GB RAM, 48 GB GPU: 49 cents per hour

    • RTX A6000 : 256 GB Disk Space, 48 GB RAM, 48 GB GPU: 31 cents per hour

    • ALT RTX A6000 : 256 GB Disk Space, 32 GB RAM, 48 GB GPU: 30 cents per hour

  • Then select our image SECourses from Creator dropdown

  • Then follow Massed_Compute_Instructions_READ.txt

  • Same as my any other Massed Compute installer script

  • Example tutorial for learn how to install and use Massed Compute

    • (Starts at 12:58) : https://youtu.be/KW-MHmoNcqo?si=G1WbG-Qw4ujWvOtG&t=778

RunPod (Cloud):

• Please register via this link : https://runpod.io?ref=1aka98lq

  • Then follow Runpod_Instructions_READ.txt

  • Same as my any other RunPod installer script

  • Use the template written in Runpod_Instructions_READ.txt file

  • Example tutorial for learn how to install and use RunPod

    • (starts at 22:03) : https://youtu.be/KW-MHmoNcqo?si=QN8X8Sjn13ZYu-EU&t=1323