diff --git a/website/docs/Guides/Visualization.md b/website/docs/Guides/Visualization.md
index e36689b0..c1bb687d 100644
--- a/website/docs/Guides/Visualization.md
+++ b/website/docs/Guides/Visualization.md
@@ -18,6 +18,7 @@ dot -Tpdf -o example_file.pdf example_file.dot
 The above command will create a example_file.pdf file that shows the graph. For large graphs, Adobe Acrobat Reader may have troubles rendering the graph in which case we recommend opening the PDF file using the "Preview" image viewer software available in MacOS.
 
 Below are examples of different levels of debruijn graphs that can be produced from Lancet2 outputs:
+
 (a) Raw: ![raw_dot](../../static/img/raw_dot.png)
 (b) Compressed: ![compressed_dot](../../static/img/compressed_dot.png)
 (c) Fully pruned: ![final_dot](../../static/img/final_dot.png)
diff --git a/website/docs/getting_started.md b/website/docs/getting_started.md
index 60af2601..b37be1bb 100644
--- a/website/docs/getting_started.md
+++ b/website/docs/getting_started.md
@@ -37,12 +37,7 @@ lancet2 --version
 
 ### Docker
 
-Pre-build docker images for Lancet2 are available on [DockerHub](https://hub.docker.com/r/rmusunuri/lancet2)
-
-```bash
-docker pull rmusunuri/lancet2:gcc
-docker run rmusunuri/lancet2:gcc lancet2 --version
-```
+Pre-built docker images for Lancet2 are available [here](https://console.cloud.google.com/artifacts/docker/nygc-app-c-148c/us-central1/lancet-public/lancet)
 
 You can also build a new image from the Dockerfile provided in the repository:
 
@@ -52,14 +47,6 @@ docker build --platform linux/amd64 -t lancet2 -f docker/gcc.Dockerfile .
 docker run --platform linux/amd64 -it lancet2 lancet2 --version
 ```
 
-### Singularity/Apptainer
-
-To build a [Singularity/Apptainer](https://apptainer.org/) container directly from the DockerHub images use the following command
-
-```bash
-singularity build lancet2.sif docker://rmusunuri/lancet2:gcc
-```
-
 ## Basic Usage
 
 Here is a basic run of the Lancet tool from the newly created build directory: