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Make AI images on your local PC

Stable Diffusion is a machine learning model developed by Stability AI to generate digital images from natural language descriptions. The model can be used for different tasks like generating image-to-image translations guided by text prompts and upscaling images.

Unlike competing models like DALL-E, Stable Diffusion is open source and does not artificially limit the images it produces. Stable diffusion was trained on a subset of the LAION-Aesthetics V2 data set. It can run on most consumer hardware equipped with a modest GPU and was hailed by PC World as "the next killer app for your PC".

stable diffusion

Since Stable Diffusion is run locally and not in the cloud, as mentioned there is no limit to the number of images that you can produce but in order to use it you will have to get down a little dirty with setting your PC environment for it since it is not really an application, it is a command line text based descriptor that will use python to generate your images, so there is no install nor GUI.

In this guide, we will show you how to both install and run Stable Diffusion on your local PC so you can start producing some cool images all by yourself.

Hardware and software requirements

Make no mistake, Stable Diffusion will not run on a potato PC, in order to harvest the power of AI-generated imagery this is what you will need:

  • A GPU with at least 4GB of VRAM
  • 10GB of hard disk space
  • Python and libraries (Miniconda3 installer will install everything you need)
  • The Stable Diffusion files
  • Git
  • Any OS (Windows, Linux, macOS)

Installing components

For this tutorial, we are covering the installation and running of Stable Diffusion on Windows PC. The steps presented here are presented in a way that installation can be performed on any operating system but precise instructions will be for Windows OS.

GIT

The first thing to do is to install GIT. It is a tool that will let you easily maintain and install repos from the internet. to install it go to: https://git-scm.com/ and click on download. Follow the instructions for your version of the operating system. If you are a developer you are familiar with GIT and if you already have it installed you can skip this step.

One thing that is important when installing GIT locally is to select to use it via the command line (the second option that says "Git from the command line and also from 3rd-party software").

Miniconda3

Now when we have GIT installed, next thing is to use Miniconda3 to install python and all required libraries that are needed. Get the installer at: https://docs.conda.io/en/latest/miniconda.html

Miniconda3 is basically an easy installer so you do not have to install tons of stuff manually from different websites and sources, it is nicely packaged in the installer that will take care of everything.

Stable Diffusion

After the previous two steps, we are ready now to actually install Stable Diffusion. Go to https://huggingface.co/CompVis/stable-diffusion#model-access and install the latest library (as of the writing of this article currently it is stable-diffusion-v1-4-original, the last one on the right), the library is almost 5GB in size so be prepared for big download.

After installing stable diffusion's latest library it is time to update it to the newest version. You can download ZIP from GIT HUB https://github.com/CompVis/stable-diffusion

Once downloaded click on the Windows start button and type in Miniconda3 and click on open. Create a folder and name it how you want on a drive of your choice. For this example, we will install it all in disk C under folder AI_art, follow the instructions below but use your own names and destination instead. Do not close Minicoda3 after typing commands!!!

cd c:/
mkdir AI_art
cd AI_art 

Extract GitHub files that you have downloaded into your new folder and get back to Minicoda3 and type the next commands:

cd C:\AI_art\stable-diffusion-main
conda env create -f environment.yaml
conda activate ldm
mkdir models\ldm\stable-diffusion-v1

Let the whole process finish, some files are large and it might take a while. After the whole process is finished and completed, copy the checkpoint file that you have downloaded into: C:\AI_art\stable-diffusion-main\models\ldm\stable-diffusion-v1

After the file is copied rename it to model.ckpt and you are finished.

Running Stable Diffusion

The created environment is needed in order to actually use Stable Diffusion to create images. Each time you want to use it you will have to run it, so go into Miniconda3, and inside it type:

conda activate ldm
cd C:\AI_art\stable-diffusion-main

after we are inside the folder call the script with the parameters:

python scripts/txt2img.py --prompt "TXT DESCRIPTION OF IMAGE THAT YOU WANT TO CREATE" --plms --n_iter 5 --n_samples 1

and that's it, your image is created and it is located in C:\AI_art\stable-diffusion-main\outputs\txt2img-samples\samples

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I like cats, but this game is on another level from its competitors. Unique approach, great storyline, and of course orange cat as the main character! Set in a cyberpunk environment following the story of some unfortunate androids you can do most cat things like playing in boxes, etc but essentially the game is a puzzle platformer which in my opinion is a great thing. Meow your things and get the game while it is discounted: https://store.steampowered.com/app/1332010/Stray/

Neon White

neon white

Mirror's Edge was the very unique game when it was released introducing parkour into the gaming world, and Neon white brings it one level up. With competitive parkour FPS gameplay this game is great for killing some time and competing with your friends but most of all it is fun to play experience. Get it here: https://store.steampowered.com/app/1533420/Neon_White/

Teenage mutant ninja turtles: Shredder's revenge

Teenage mutant ninja turtles: Shredder's revenge

Shredder's revenge is a love letter to classic beat-them-up games found in old dusty arcades back in old times. Fast frenzy action, pixel art graphics, and tons of fun!!! Get it now and start partying like it was 1980: https://store.steampowered.com/app/1361510/Teenage_Mutant_Ninja_Turtles_Shredders_Revenge/

Tiny Tina's Wonderlands

Tiny Tina's Wonderlands

This game needs to be experienced in order to fully grasp its magnitude and quirkiness. From the creators of borderlands comes a new IP fusion of fantasy, guns, and crazy ideas all wrapped into an action RPG looter shooter with a recognizable borderlands style of graphics. https://store.steampowered.com/app/1286680/Tiny_Tinas_Wonderlands/

Norco

Norco

Winner of multiple awards, Norco is a classic point-and-click adventure game with a great sci-fi story with a lot of environmental focus. Story and atmosphere are the main selling points for the game and if you enjoy good stories with interesting characters give this one a go: https://store.steampowered.com/app/1221250/NORCO/

Final Fantasy 14: Endwalker

Final Fantay 14: Endwalker

Expansion for Massive multiplayer online roleplaying game brings so much to the table that we just could not oversee it and place it aside. Technically not full standing game since it is the expansion it still delivers on many fronts and since it is supposedly the last expansion now is the best time to pick it up and give a final fantasy 14 a go: https://store.steampowered.com/app/1592500/FINAL_FANTASY_XIV_Endwalker/

Elden Ring

Elden ring

Of course, the list would not be complete if we did not include Elden ring, a great example of how a difficult but well-executed game can go over and beyond. With a story on par with great epics and compact as in dark souls, this title will provide you with many hours of gameplay and content. https://store.steampowered.com/app/1245620/ELDEN_RING/

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Videos folder missing from File Explorer
As you know, the Videos folder can be found under “This PC” by default on your Windows 10 computer. However, as per the reports of some users, there are a few occasions where it somehow gets replaced by the Documents folder. In other words, the Videos folders are replaced by a duplicated copy of the Documents folder. Out of the two Documents folder, one Document folder will contain all the usual files and subfolders while the second one is empty. Although when you click the Documents icon on your Desktop (if you have a shortcut), it will still take you to the right Documents folder. To fix this particular issue and get the Videos folder back in the File Explorer, here are some potential fixes that should help.

Option 1 – Run System Restore

The first thing you can try to do to resolve the problem is to run System Restore. This can help you go back to the previous state of your computer before the issue with the Videos and Documents folder.
  • Tap the Win + R keys to open the Run dialog box.
  • After that, type in “sysdm.cpl” in the field and tap Enter.
  • Next, go to the System Protection tab then click the System Restore button. This will open a new window where you have to select your preferred System Restore point.
  • After that, follow the on-screen instructions to finish the process and then restart your computer and check if the problem is fixed or not.

Option 2 – Try to restore Defaults

The next thing you can do is to restore Defaults. How? Refer to these steps:
  • Open File Explorer and then right-click on any of the two Documents folders.
  • After that, select the Properties option from the context menu and switch to the Location tab and click on Find target.
  • Next, copy the address and paste it in the field above the “Find target” option, and then click the “Restore Default” button.

Option 3 – Try to change the Registry Path

  • Tap the Win + R keys to open the Run dialog box.
  • Then type “Regedit” in the field and tap Enter to open the Registry Editor.
  • Next, navigate to this registry path: HKEY_CURRENT_USERSoftwareMicrosoftWindowsCurrentVersionExplorerUser Shell Folders
  • After that, edit the path for {35286A68-3C57-41A1-BBB1-0EAE73d76C95} under the “User Shell Folders” key to match the path shown for My Videos: %USERPROFILE%Videos.
  • Once you’re done, open the folder under “This PC” that has the Documents icon and tap Shift + right-click in the folder background, and then select the “Open PowerShell window here” option to fix the naming of the Documents folder. The path should read: “C:users<UserName>Documents.
  • Next, execute this command: ri desktop.ini –force
  • The command you entered will delete the files and folders and so when added for Documents, it will get rid of the empty Documents folder.
  • Now all you that’s left to do is to find where the target location is going to be for both folders and check if anyone foes to the user name location.
  • Then delete the one which goes to the incorrect location.
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