diff --git a/img-tools.md b/img-tools.md
index 0528ae743..c5ce01b1d 100644
--- a/img-tools.md
+++ b/img-tools.md
@@ -93,16 +93,17 @@
 ## ▷ Restoration
 
 * [FenoPhoto](https://www.fenophoto.com/) or [PhotoRestore](https://www.photorestore.io/) - Image Restoration Tools
-* [Real-ESRGAN](https://github.com/xinntao/Real-ESRGAN) / [2](https://replicate.com/nightmareai/real-esrgan) - Image Restoration Algorithm
+* [Real-ESRGAN](https://github.com/xinntao/Real-ESRGAN) / [2](https://replicate.com/nightmareai/real-esrgan) - Image Restoration Algorithms
 * [Colorize Images](https://www.reddit.com/r/FREEMEDIAHECKYEAH/wiki/storage#wiki_image_colorization) - Image Colorization Tools
 * [AnimeColorDeOldify](https://github.com/Dakini/AnimeColorDeOldify) - Anime Image Colorization
 * [GPEN-Colab](https://github.com/bycloudai/GPEN-colab), [Photo Face Restorer](https://www.restorephotos.io/) or [GFPGAN](https://github.com/TencentARC/GFPGAN) - Face Restoration / Colorization Tool
 * [Color-Dragon](https://www.color-dragon.tk/) - Add more Color to Images
 * [style2paints](https://github.com/lllyasviel/style2paints) or [PaintsChainer](https://github.com/pfnet/PaintsChainer) - Lineart Colorization Tool
+* [AdverseCleaner](https://github.com/lllyasviel/AdverseCleaner) - Image Noise Reduction
 * [ordered-dither-maker](https://seleb.github.io/ordered-dither-maker/) - Image Dithering
 * [SmartDeblur](http://smartdeblur.net/index.html) or [Unshake](http://www.zen147963.zen.co.uk/index2.html) - De-blurring / Stabilization Tools
 * [depixel](https://github.com/jerith/depixel) - De-pixelization Tool
-* [Face-Depixelizer](https://github.com/tg-bomze/Face-Depixelizer) - Face De-pixelization Tool 
+* [Face-Depixelizer](https://github.com/tg-bomze/Face-Depixelizer) - Face De-Pixelization Tool 
 * [Deep Nostalgia](http://myheritage.com/deep-nostalgia) - Animate Family Photos
 
 ***
@@ -349,6 +350,7 @@
 * [dzi-dl](https://github.com/ryanfb/dzi-dl) - Deep Zoom Image Downloader 
 * [imgbrd-grabber](https://github.com/Bionus/imgbrd-grabber) - Booru Image Downloader / [Viewer](https://github.com/loadletter/grabber-viewer) 
 * [Flicker-Download](https://github.com/beaufour/flickr-download) - Flickr Image Downloader
+* [ArtStation Downloader](https://github.com/findix/ArtStationDownloader) - ArtStation Image Downloader
 * [tistore](https://github.com/Kagami/tistore) - Tistory Image Downloader
 * [iPack Builder](https://www.deviantart.com/mr-blade/art/iPack-Builder-v2-2-Tool-for-icon-customization-473088895), [2](https://mrbladedesigns.com/ipack-builder/) - Create Icon Pack Installers
 * [Block Posters](https://www.blockposters.com/) - Create Printable Posters