diff --git a/docs/features/WEB.md b/docs/features/WEB.md
index 7369f4726b..a1e4458c8f 100644
--- a/docs/features/WEB.md
+++ b/docs/features/WEB.md
@@ -25,7 +25,7 @@ wildcard `0.0.0.0`. For example:
While most of the WebGUI's features are intuitive, here is a guided
walkthrough through its various components.
-
+![Invoke Web Server - Major Components](../assets/invoke-web-server-1.png){:width="640px"}
The screenshot above shows the Text to Image tab of the WebGUI. There
are three main sections:
@@ -53,7 +53,7 @@ There are also a series of icons to the left of the control panel (see
highlighted area in the screenshot below) which select among a series
of tabs for performing different types of operations.
-
+![Invoke Web Server - Control Panel](../assets/invoke-web-server-2.png){:width="512px"}
From top to bottom, these are:
@@ -188,8 +188,8 @@ box will appear. Leave *Strength* at 0.8 and press *Restore Faces". If
all goes well, the eyes and other aspects of the face will be improved
(see the second screenshot)
-
-
+![Invoke Web Server - Original Image](../assets/invoke-web-server-3.png)
+![Invoke Web Server - Retouched Image](../assets/invoke-web-server-4.png)
The facial reconstruction *Strength* field adjusts how aggressively
the face library will try to alter the face. It can be as high as 1.0,
@@ -225,11 +225,11 @@ Download these images to your local machine now to continue with the walkthrough
10. Click on the *Image to Image* tab icon, which is the second icon
from the top on the left-hand side of the screen:
-
+![Invoke Web Server - Image to Image Icon](../assets/invoke-web-server-5.png)
This will bring you to a screen similar to the one shown here:
-
+![Invoke Web Server - Image to Image Tab](../assets/invoke-web-server-6.png){:width="640px"}
Drag-and-drop the Lincoln-and-Parrot image into the Image panel, or
click the blank area to get an upload dialog. The image will load into
@@ -241,7 +241,7 @@ but this image will be replaced in the next step.)
shoulder* and press Invoke. A derived image will appear to the right
of the original one:
-
+![Invoke Web Server - Image to Image example](../assets/invoke-web-server-7.png){:width="640px"}
12. Experiment with the different settings. The most influential one
in Image to Image is *Image to Image Strength* located about midway
@@ -270,7 +270,7 @@ the same prompt "old sea captain with raven on shoulder" try Invoking
an image. This time, only the parrot will be replaced, leaving the
rest of the original image intact:
-
+![Invoke Web Server - Inpainting](../assets/invoke-web-server-8.png){:width="640px"}
14. Would you like to modify a previously-generated image using the
Image to Image facility? Easy! While in the Image to Image panel,
@@ -282,7 +282,7 @@ You can do the same from the Text to Image tab by clicking on the
picture icon above the central image panel. The screenshot below
shows where the "use as initial image" icons are located.
-
+![Invoke Web Server - Use as Image Links](../assets/invoke-web-server-9.png){:width="640px"}
## Parting remarks