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

Patreon exclusive posts index to find our scripts easily, Patreon scripts updates history to see which updates arrived to which scripts and amazing Patreon special generative scripts list that you can use in any of your task.

Join discord to get help, chat, discuss and also tell me your discord username to get your special rank : SECourses Discord

Please also Star, Watch and Fork our Stable Diffusion & Generative AI  GitHub repository and join our Reddit subreddit and follow me on LinkedIn (my real profile)

=======

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