diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 00000000..08f12f63
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,26 @@
+FROM pytorch/pytorch:1.11.0-cuda11.3-cudnn8-devel
+
+RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/3bf863cc.pub && \
+    apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64/7fa2af80.pub
+
+RUN apt-get update && \
+    apt-get install -y wget && \
+    wget -qO - https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/7fa2af80.pub | apt-key add - && \
+    apt-get update && \
+    apt-get install -y git && \
+    apt-get install ffmpeg libsm6 libxext6  -y && \
+    apt install -y libprotobuf-dev protobuf-compiler && \
+    apt-get clean
+
+RUN pip install --upgrade pip
+RUN pip install --upgrade setuptools
+
+
+WORKDIR /simpswap
+COPY ./requirements.txt /simpswap/requirements.txt
+RUN pip install -r /simpswap/requirements.txt
+
+
+# Use external volume for data
+ENV NVIDIA_VISIBLE_DEVICES 1
+CMD ["jupyter", "notebook", "--ip=0.0.0.0", "--port=8888", "--allow-root"]
diff --git a/README.md b/README.md
index 3b90adc3..c2456990 100644
--- a/README.md
+++ b/README.md
@@ -188,6 +188,21 @@ For academic and non-commercial use only.The whole project is under the CC-BY-NC
 
 [![logo](./docs/img/vggface2_hq_compare.png)](https://github.com/NNNNAI/VGGFace2-HQ)
 
+## Installation
+
+```bash
+# Git clone
+git clone <repo>
+# Download weights
+bash download_weights.sh
+# Build Docker file
+docker build -t simswap .
+# Run docker file
+docker run -it -v <local path of simpSwap Git>:/simpswap --gpus=all -p 8888:8888 simswap:latest
+# Access jupyter notebook
+http://localhost:8888/tree/simpswap
+```
+
 Learn about our other projects 
 
 [[VGGFace2-HQ]](https://github.com/NNNNAI/VGGFace2-HQ);
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 00000000..1d4be072
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,11 @@
+jupyter
+autopep8
+sets
+isort
+Pillow
+insightface==0.2.1 
+onnxruntime 
+moviepy
+imageio==2.4.1
+numpy==1.19.5
+lpips