diff --git a/README.md b/README.md
index 66b54b08e418a96563e875d4155c50b2f8444955..f3919a2867d1324be76e3377669a301743f7481a 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 ## pt2d (Path Tracing in 2D images)
 
-_This repository is no longer being updated._
+_This repository is no longer being updated as of January 23rd 2025._
 
 ### Description
 
@@ -10,6 +10,8 @@ The user places a start and end point between which the program automatically fi
 
 The points making up the final path can be exported to a `.csv` file.
 
+Below is a short demonstration of the basic usage of the GUI.
+
 ![General usage of the GUI](./images/GUI_gif.gif)
 
 ### Installation
@@ -26,24 +28,20 @@ To open the program type out `pt2d` in a terminal. The GUI looks the following:
 
 ![General GUI layout](./images/GUI.PNG)
 
-The functionality of the program extends to the following:
-
-* Main window:
-    * Start/end point of the path
-    * Add new points (left click)
-    * Drag points (hold left click on point and drag)S
-    * Drag image (hold left click and drag)
-    * Remove points (right click on point)
-    * Zoom (mouse wheel)
-    * Export as `.csv` file
-* Advanced window:
-    * Rainbow toggle (displays a color gradient showing the order of points)
-    * Calibration of filter
-        * Resize dot (mouse wheel on dot)
-    * Line smoothing
-    * Contrast
-    * Displays contrasted blurred image
-    * Displays cost image
+#### General usage
+The user can add in an image by pressing `Load Image`. 
+After loading in an image, two anchor points are loaded in intially: start (S) and end (E). The user places these at the start and end point of the path they wish to extract by dragging them.
+The user can add more anchor points by left-clicking anywhere on the image. Anchor points (except from start and end) can be removed by right-clicking on them. The user can also press `Clear Points` to remove all at once.
+
+The program will try to find the path live as points are placed and dragged.
+Once the desired path has been found it can be extracted by pressing `Export Path`.
+
+#### Advanced usage
+The GUI has a set of advanced settings that can be acessed by pressing `Advanced Settings`. These include:
+* By pressing `Toggle Rainbow`, the path is colored with a gradient that transitions smoothly through a spectrum of colors, creating a rainbow effect. This allows the user to verify that the path is in correct order.
+* The smoothness of the path can be adjusted using the `Line smoothing` slider. A higher value results in a smoother line.
+* The applied contrasting can be adjusted using the `Contrast` slider. A higher value results in more contrast in the image. This directly affects the contrasted blurred image and the cost image, which are also displayed in the advanced settings.
+* The radius of the disk kernel convolved with the contrasted blurred image can be adjusted interactively by pressing `Calibrate Kernel Size`. This opens a new window in which the user is prompted to adjust the size of a dot (by using a slider of the mouse wheel while hovering over the dot) to the size of the path they're trying to extract. A small extra buffer in size is added. This can be used to adjust the cost image until the desired path becomes clear and well defined.
 
 ### Methodology
 
@@ -67,7 +65,7 @@ The project follows a simple methodology somewhat similar to that of the livewir
 
 ### Authors and acknowledgment
 
-This project is developed by Aske T. Rove, Christian L. Bjerregaard & Mikkel W. Breinstrup under the supervision of Hans M. Kjer & Felipe D. Matos at DTU Compute.
+This project is developed by Aske T. Rove, Christian L. Bjerregaard & Mikkel W. Breinstrup under the supervision of Hans M. Kjer & Felipe D. Matos at DTU Compute, Department of Applied Mathematics and Computer Science. 
 
 ### License