diff --git a/README.md b/README.md
index 934e406..ad2043c 100644
--- a/README.md
+++ b/README.md
@@ -1,25 +1,23 @@
 # DeepCreamPy
 *Decensoring Hentai with Deep Neural Networks.*
 
-[![GitHub release](https://img.shields.io/github/release/deeppomf/DeepCreamPy.svg)](https://github.com/deeppomf/DeepCreamPy/releases/latest)
-[![GitHub downloads](https://img.shields.io/github/downloads/deeppomf/DeepCreamPy/latest/total.svg)](https://github.com/deeppomf/DeepCreamPy/releases/latest)
-[![GitHub downloads](https://img.shields.io/github/downloads/deeppomf/DeepCreamPy/total.svg)](https://github.com/deeppomf/DeepCreamPy/releases)
-[![GitHub issues](https://img.shields.io/github/issues/deeppomf/DeepCreamPy.svg)](https://github.com/deeppomf/DeepCreamPy/issues)
-[![Donate with PayPal](https://img.shields.io/badge/paypal-donate-green.svg)](https://www.paypal.com/cgi-bin/webscr?cmd=_s-xclick&hosted_button_id=SAM6C6DQRDBAE)
-[![Twitter Follow](https://img.shields.io/twitter/follow/deeppomf.svg?label=Follow&style=social)](https://twitter.com/deeppomf/)
+[![GitHub release](https://img.shields.io/github/release/gguilt/DeepCreamPy.svg)](https://github.com/gguilt/DeepCreamPy/releases/latest)
+[![GitHub downloads](https://img.shields.io/github/downloads/gguilt/DeepCreamPy/latest/total.svg)](https://github.com/gguilt/DeepCreamPy/releases/latest)
+[![GitHub downloads](https://img.shields.io/github/downloads/gguilt/DeepCreamPy/total.svg)](https://github.com/gguilt/DeepCreamPy/releases)
+[![GitHub issues](https://img.shields.io/github/issues/gguilt/DeepCreamPy.svg)](https://github.com/gguilt/DeepCreamPy/issues)
 
 A deep learning-based tool to automatically replace censored artwork in hentai with plausible reconstructions.
 
-Before DeepCreamPy can be used, the user must color censored regions in their hentai green with an image editing program like GIMP or Photoshop. DeepCreamPy takes the green colored images as input, and a neural network automatically fills in the censored regions.
+Before DeepCreamPy can be used, the user must color censored regions in their hentai green with an image editing program (e.g. GIMP, Photoshop). DeepCreamPy takes the green colored images as input, and a neural network automatically fills in the censored regions.
 
-You can download the latest release for Windows 64-bit [here](https://github.com/deeppomf/DeepCreamPy/releases/latest). 
+You can download the latest release for Windows 64-bit [here](https://github.com/gguilt/DeepCreamPy/releases/latest).
 
 For users interested in compiling DeepCreamPy themselves, DeepCreamPy can run on Windows, Mac, and Linux.
 
-Please before you open a new issue check [closed issues](https://github.com/deeppomf/DeepCreamPy/issues?q=is%3Aissue+is%3Aclosed) and check the [table of contents](https://github.com/deeppomf/DeepCreamPy#table-of-contents).
+Please before you open a new issue check [closed issues](https://github.com/gguilt/DeepCreamPy/issues?q=is%3Aissue+is%3Aclosed) and check the [table of contents](https://github.com/gguilt/DeepCreamPy#table-of-contents).
 
 <p align="center">
-	<img src="https://github.com/deeppomf/DeepCreamPy/blob/master/readme_images/mermaid_collage.png" width="800">
+	<img src="https://github.com/gguilt/DeepCreamPy/blob/master/readme_images/mermaid_collage.png" width="800">
 </p>
 
 ## Features
@@ -30,13 +28,13 @@ Please before you open a new issue check [closed issues](https://github.com/deep
 - Generate multiple variations of decensors from the same image
 
 ## Limitations
-The decensorship is for color hentai images that have minor to moderate censorship of the penis or vagina. If a vagina or penis is completely censored out, decensoring will be ineffective.
+The decensorship is for color hentai images that have minor to moderate censorship of the human reproductive organs. If an organ is completely censored out, decensoring will be ineffective.
 
 It does NOT work with:
 - Hentai with screentones (e.g. printed hentai)
-- Real life porn
+- Real life pornographic material
 - Censorship of nipples
-- Censorship of anus
+- Censorship of lower orifice of the alimentary canal
 - Animated gifs/videos
 
 ## Table of Contents
@@ -57,8 +55,6 @@ Miscellaneous:
 - Finish the user interface
 - Add error log
 
-Follow me on Twitter [@deeppomf](https://twitter.com/deeppomf) (NSFW Tweets) for project updates.
-
 ## Contributions
 If you want to make a pull request to DeepCreamPy, you must first sign our [Contributor License Agreement](https://github.com/deeppomf/contributing/blob/master/sign-cla.md#sign-the-cla) (the "CLA"). Then I can accept your pull requests.
 
@@ -77,4 +73,4 @@ Training data is modified from gwern's project [Danbooru2017: A Large-Scale Crow
 See [ACKNOWLEDGEMENTS.md](docs/ACKNOWLEDGEMENTS.md) for full license text of these projects.
 
 ## Donations
-If you like the work I do, you can donate to me via Paypal. The funds go towards keeping me alive. [![Donate](https://img.shields.io/badge/Donate-PayPal-green.svg)](https://www.paypal.com/cgi-bin/webscr?cmd=_s-xclick&hosted_button_id=SAM6C6DQRDBAE)
+You can donate to original developer, deeppomf, using the badge. [![Donate](https://img.shields.io/badge/Donate-PayPal-green.svg)](https://www.paypal.com/cgi-bin/webscr?cmd=_s-xclick&hosted_button_id=SAM6C6DQRDBAE)