diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..7de1e47
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,42 @@
+# Use NVIDIA CUDA base image
+FROM nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04
+
+# Set environment variables
+ENV DEBIAN_FRONTEND=noninteractive
+ENV PYTHONUNBUFFERED=1
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    python3.10-tk \
+    python3-pip \
+    git \
+    ffmpeg \
+    libsm6 \
+    libxext6 \
+    libgl1-mesa-glx \
+    wget \
+    && rm -rf /var/lib/apt/lists/*
+
+# Set working directory
+WORKDIR /app
+
+# Clone the repository
+RUN git clone https://github.com/hacksider/Deep-Live-Cam.git .
+
+# Install Python dependencies
+RUN pip3 install --no-cache-dir -r requirements.txt
+
+# Install ONNX Runtime GPU
+RUN pip3 uninstall -y onnxruntime onnxruntime-gpu && \
+    pip3 install --no-cache-dir onnxruntime-gpu==1.16.3
+
+# Download required models
+RUN mkdir -p models && \
+    wget -O models/GFPGANv1.4.pth https://huggingface.co/hacksider/deep-live-cam/resolve/main/GFPGANv1.4.pth && \
+    wget -O models/inswapper_128_fp16.onnx https://huggingface.co/hacksider/deep-live-cam/resolve/main/inswapper_128_fp16.onnx
+
+# Set the entrypoint
+ENTRYPOINT ["python3", "run.py", "--execution-provider", "cuda"]
+
+# Default command (can be overridden)
+CMD ["--help"]
\ No newline at end of file
diff --git a/README.md b/README.md
index c0f31cb..26e7c7d 100644
--- a/README.md
+++ b/README.md
@@ -8,6 +8,21 @@ The developers of this software are aware of its possible unethical applications
 
 Users of this software are expected to use this software responsibly while abiding by local laws. If the face of a real person is being used, users are required to get consent from the concerned person and clearly mention that it is a deepfake when posting content online. Developers of this software will not be responsible for actions of end-users.
 
+### Run using Docker:
+```
+# Build
+docker build -t deep-live-cam .
+
+# Run
+docker run --gpus all \
+      -v ./input:/app/input \
+      -v ./output:/app/output \
+      deep-live-cam \
+      -s input/face.jpg  # Source image for face swapping
+      -t input/video.mp4 # Target video to apply face swap
+      -o output          # Output directory for results
+```
+
 ## How do I install it?