diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..1ac2b9b
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,14 @@
+FROM python:3.8
+
+RUN pip install --upgrade pip
+
+# Avoid rebuilding this step if no changes to requirements.txt
+COPY requirements.txt .
+RUN pip install -r requirements.txt
+
+# Copy everything in the container
+# This expects the models submodule to be present
+COPY . .
+
+EXPOSE 5000
+ENTRYPOINT [ "python", "main.py", "--host", "0.0.0.0" ]
diff --git a/README.md b/README.md
index fc2a8bd..c37f589 100644
--- a/README.md
+++ b/README.md
@@ -51,6 +51,28 @@ python main.py [args]
 
 Then open a web browser to http://localhost:5000
 
+### Run with Docker
+
+Make sure you cloned the `models` submodule before building the Docker image:
+
+```bash
+docker build -t libretranslate .
+```
+
+Run the built image:
+
+```bash
+docker run -it -p 5000:5000 libretranslate [args]
+```
+
+Or build and run using `docker-compose`:
+
+```bash
+docker-compose up -d --build
+```
+
+> Feel free to change the [`docker-compose.yml`](https://github.com/uav4geo/LibreTranslate/blob/main/docker-compose.yml) file to adapt it to your deployment needs, or use an extra `docker-compose.prod.yml` file for your deployment configuration.
+
 ## Arguments
 
 | Argument      | Description                    | Default              |
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..264d23f
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,11 @@
+version: "3"
+
+services:
+  libretranslate:
+    container_name: libretranslate
+    build: .
+    restart: unless-stopped
+    ports:
+      - 5000:5000
+    ## Uncomment above command and define your args if necessary
+    # command: --ssl --ga-id MY-GA-ID --req-limit 100 --char-limit 500 
\ No newline at end of file