diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..ed12210
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,68 @@
+FROM nvidia/cuda:12.3.0-devel-ubuntu22.04
+ARG USER_ID=1000
+ARG GROUP_ID=1000
+ENV DEBIAN_FRONTEND=noninteractive
+
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends git wget unzip bzip2 sudo build-essential ca-certificates openssh-server vim ffmpeg libsm6 libxext6 python3-opencv gcc-11 g++-11 cmake
+
+# conda
+ENV PATH /opt/conda/bin:$PATH 
+RUN wget --quiet \
+    https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
+    echo 'export PATH=/opt/conda/bin:$PATH' > /etc/profile.d/conda.sh && \
+    /bin/bash Miniconda3-latest-Linux-x86_64.sh -b -p /opt/conda && \
+    rm -rf /tmp/*
+
+# Create the user
+RUN addgroup --gid $GROUP_ID user
+RUN useradd --create-home -s /bin/bash --uid $USER_ID --gid $GROUP_ID docker
+RUN adduser docker sudo
+RUN echo "docker ALL=(ALL) NOPASSWD: ALL" >> /etc/sudoers
+USER docker
+
+# Setup hierarchical_3d_gaussians
+RUN /opt/conda/bin/python -m ensurepip
+RUN /opt/conda/bin/python -m pip install torch==2.3.0 torchvision==0.18.0 torchaudio==2.3.0 --index-url https://download.pytorch.org/whl/cu121
+RUN /opt/conda/bin/python -m pip install plyfile tqdm joblib exif scikit-learn timm==0.4.5 opencv-python==4.9.0.80 gradio_imageslider gradio==4.29.0 matplotlib
+
+# Install COLMAP dependencies
+RUN sudo apt-get install -y --no-install-recommends \
+    libboost-program-options-dev \
+    libboost-filesystem-dev \
+    libboost-graph-dev \
+    libboost-system-dev \
+    libboost-test-dev \
+    libeigen3-dev \
+    libsuitesparse-dev \
+    libfreeimage-dev \
+    libgoogle-glog-dev \
+    libgflags-dev \
+    libglew-dev \
+    qtbase5-dev \
+    libqt5opengl5-dev \
+    libcgal-dev \
+    libatlas-base-dev \
+    libsuitesparse-dev \
+    libmetis-dev \
+    libflann-dev \
+    libsqlite3-dev \
+    libceres-dev
+
+# Clone COLMAP repository
+RUN sudo git clone https://github.com/colmap/colmap
+
+RUN cd /colmap && \
+    sudo mkdir build && \
+    cd build && \
+    sudo cmake -DCMAKE_CUDA_COMPILER=/usr/local/cuda/bin/nvcc -DCMAKE_CUDA_ARCHITECTURES="75;80;86;87;90" .. && \
+    sudo make -j8 && \
+    sudo make install
+
+WORKDIR /host
+
+# Copy the entrypoint script
+COPY entrypoint.sh /entrypoint.sh
+
+# Make the entrypoint script executable
+RUN sudo chmod +x /entrypoint.sh
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..2d573bc
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,34 @@
+version: '3'
+
+services:
+    hierarchical_3d_gaussians:
+        container_name: hierarchical_3d_gaussians
+        build:
+            context: .
+            dockerfile: Dockerfile
+        stdin_open: true
+        tty: true
+        deploy:
+            resources:
+                reservations:
+                    devices:
+                        - driver: nvidia
+                          count: all
+                          capabilities:
+                              - gpu
+        volumes:
+            - ${PWD}:/host
+            - ./data/:/data
+        ports:
+            - "6009:6009"
+        ipc: host
+        extra_hosts:
+            - "host.docker.internal:host-gateway"
+        entrypoint: ["/entrypoint.sh"]
+        command: ["bash"]
+        networks:
+            - main
+
+networks:
+    main:
+        driver: bridge
diff --git a/entrypoint.sh b/entrypoint.sh
new file mode 100644
index 0000000..76d8fdd
--- /dev/null
+++ b/entrypoint.sh
@@ -0,0 +1,7 @@
+#!/bin/bash
+
+pip install -r /host/requirements.txt
+
+echo "Container is running"
+
+exec "$@"
\ No newline at end of file