diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..72e8ffc
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1 @@
+*
diff --git a/Dockerfile b/Dockerfile
index c348df4..2d7c34d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,5 +1,6 @@
 # modified from  https://hub.docker.com/r/cwaffles/openpose
 FROM nvidia/cuda:11.4.0-cudnn8-devel-ubuntu20.04
+#FROM nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04
 
 #get deps
 RUN apt-get update && \
@@ -32,10 +33,23 @@ RUN make install
 RUN cp /openpose/build/python/openpose/pyopenpose.cpython-38-x86_64-linux-gnu.so /usr/local/lib/python3.8/dist-packages/
 WORKDIR /usr/local/lib/python3.8/dist-packages
 RUN ln -s pyopenpose.cpython-38-x86_64-linux-gnu.so pyopenpose
+#RUN cp /openpose/build/python/openpose/pyopenpose.cpython-310-x86_64-linux-gnu.so /usr/local/lib/python3.10/dist-packages/
+#WORKDIR /usr/local/lib/python3.10/dist-packages
+#RUN ln -s pyopenpose.cpython-310-x86_64-linux-gnu.so pyopenpose
 #ENV LD_LIBRARY_PATH=/openpose/build/python/openpose
 
 RUN apt-get install -y ffmpeg
 
-WORKDIR /openpose
+# Notebook to actually run code
+#RUN apt-get install -y python3-notebook
+RUN pip install ipywidgets  --ignore-installed
+RUN pip install notebook
+RUN pip install ipywebrtc
+EXPOSE 8888
 
+# Possibly, use /home/user/app & set HOME to /home/user to avoid temporary directories in the app folder (if desired)
+WORKDIR /app
+ENV HOME /app
+#CMD ["env"]
+CMD ["jupyter", "notebook", "--ip", "0.0.0.0"]
 
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..dd90f75
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,21 @@
+version: "3.3"
+services:
+  suspicion_nb:
+    image: suspicion_nb
+    restart: always
+    build:
+      context: .
+      dockerfile: ./Dockerfile
+    user: "1000:1000"
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              count: 1
+              capabilities: [gpu]
+    ports:
+      - "8888:8888"
+    volumes:
+      - ./data:/data
+      - ./app:/app