diff --git a/doc/deployment_guide/deployment_guide.md b/doc/deployment_guide/deployment_guide.md
index aa8a02d8a44fb148f7ef66f526720a8e9c0f6cb1..6b064351394ead026d3e0d04d2bcb62a8cb71b28 100644
--- a/doc/deployment_guide/deployment_guide.md
+++ b/doc/deployment_guide/deployment_guide.md
@@ -338,7 +338,7 @@ Most of the specifications can be as specified in the [Oracle Virtual Box](#112-
   - Size: 60GB (at least)
   - **Type**: VMDK
 
-![spaces_huDzAu5hmjUdNzCGBBbL_uploads_jrerlmLyZWi5f2Tzb7xY_Screenshot_from_2023-07-10_18-13-43](/documentation/doc/images/deployment_guide/01_vagrant_box.jpg)
+![spaces_huDzAu5hmjUdNzCGBBbL_uploads_jrerlmLyZWi5f2Tzb7xY_Screenshot_from_2023-07-10_18-13-43](images/deployment_guide/01_vagrant_box.jpg)
 
 Also, before initiating the VM and installing the OS, we'll need to:
 
@@ -354,32 +354,32 @@ At Network Adapt 1, the following port-forwarding rule must be set.
 | - | - | - | - | - | - |
 | SSH | TCP | | **2222** | | 22 |
 
-![Screenshot_from_2023-07-10_18-25-18](uploads/ced8e7b1133d6831e0c203801b6ba448/Screenshot_from_2023-07-10_18-25-18.png)
+![Screenshot_from_2023-07-10_18-25-18](images/deployment_guide/02_vagrant_box.jpg)
 
 <h3><u>Installing the OS</h3></u>
 
 For a Vagrant Box, it is generally suggested that the ISO's server version is used, as it is intended to be used via SSH, and any web GUI is expected to be forwarded to the host.
 
-![Screenshot_from_2023-07-10_18-41-49](/documentation/doc/images/deployment_guide/02_vagrant_box.jpg)
+![Screenshot_from_2023-07-10_18-41-49](images/deployment_guide/03_vagrant_box.jpg)
 
-![Screenshot_from_2023-07-10_18-42-30](/documentation/doc/images/deployment_guide/03_vagrant_box.jpg)
+![Screenshot_from_2023-07-10_18-42-30](images/deployment_guide/04_vagrant_box.jpg)
 
-![Screenshot_from_2023-07-10_18-42-45](/documentation/doc/images/deployment_guide/04_vagrant_box.jpg)
+![Screenshot_from_2023-07-10_18-42-45](images/deployment_guide/05_vagrant_box.jpg)
 
 Make sure the disk is not configured as an LVM group!
 
-![Screenshot_from_2023-07-10_18-43-16](/documentation/doc/images/deployment_guide/05_vagrant_box.jpg)
+![Screenshot_from_2023-07-10_18-43-16](images/deployment_guide/06_vagrant_box.jpg)
 
 <h3><u>Vagrant ser</h3></u>
 Vagrant expects by default, that in the box's OS exists the user `vagrant` with the password also being `vagrant`.
 
-![Screenshot_from_2023-07-10_18-54-12](/documentation/doc/images/deployment_guide/06_vagrant_box.jpg)
+![Screenshot_from_2023-07-10_18-54-12](images/deployment_guide/07_vagrant_box.jpg)
 
 <h3><u>SSH</h3></u>
 
 Vagrant uses SSH to connect to the boxes, so installing it now will save the hassle of doing it later.
 
-![Screenshot_from_2023-07-10_18-54-48](/documentation/doc/images/deployment_guide/07_vagrant_box.jpg)
+![Screenshot_from_2023-07-10_18-54-48](images/deployment_guide/08_vagrant_box.jpg)
 
 <h3><u>Features server snaps</h3></u>