diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..8a34a06
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,48 @@
+# Base image with CUDA 12.4
+FROM nvidia/cuda:12.4.1-base-ubuntu22.04
+
+# Update and Install packages
+RUN apt-get update -y && apt-get install -y \
+    python3-pip \
+    python3-dev \
+    ffmpeg \
+    libsm6 \
+    libxext6
+
+# Define environment variables for UID and GID
+ENV PUID=${PUID:-1000}
+ENV PGID=${PGID:-1000}
+
+# Create a group with the specified GID
+RUN groupadd -g "${PGID}" appuser
+# Create a user with the specified UID and GID
+RUN useradd -m -s /bin/sh -u "${PUID}" -g "${PGID}" appuser
+
+WORKDIR /app
+
+# Install main application dependencies
+COPY ./requirements.cuda.txt ./requirements.cuda.txt
+RUN pip install --no-cache-dir -r ./requirements.cuda.txt
+
+# Install Torch, Torchvision, and Torchaudio for CUDA 12.4
+RUN pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu124
+
+RUN chown -R appuser:appuser /app
+
+# delete redundant requirements.cuda.txt
+RUN rm ./requirements.cuda.txt
+
+#Run application as non-root
+USER appuser
+
+# Copy diffusers image fill application code
+COPY . ./diffusers-image-fill
+
+EXPOSE 7860
+
+ENV GRADIO_SERVER_NAME="0.0.0.0"
+
+WORKDIR /app/diffusers-image-fill
+
+# Run diffusers-image-fill Python application
+CMD ["python3", "./app.py"]
\ No newline at end of file
diff --git a/README.md b/README.md
index e69de29..f6d0a07 100644
--- a/README.md
+++ b/README.md
@@ -0,0 +1,46 @@
+## Diffusers Image Fill
+
+Remove or replace objects from any image, on your local computer.
+
+This is a very simple gradio app that lets you remove or replace objects from ANY image.
+
+**Note**: that there are pretty good object removal AIs already.
+
+The difference is that it's based on Diffusion and actually uses inpainting to do the removal.
+
+Additional features I added to the original app.
+
+Added features:
+
+1. No square crop
+2. Use Full resolution (default: 1024x1024)
+3. Replace objects (via custom prompt)
+4. Custom steps/guidance scale
+
+This app uses *RealVisXL V5.0 Lightning* (based on Stable Diffusion XL) for inpainting.
+
+This is already great. But just imagine the same thing, but using Flux. Imagine being able to:
+
+1. Replace TEXT into images,
+2. Render hi-def output
+3. No hand issues
+
+One cool thing about this app is, you can keep retrying until you find the one that you like.
+
+Works on ALL OS (Mac, Windows, Linux)
+
+Available on pinokio and Docker
+
+### Install using Docker
+
+Open `docker-compose.yml` and delete everything below the comment line if you don't have a `traefik` reverse proxy.
+
+Then simply run:
+```
+docker compose up -d --build --force-recreate --remove-orphans
+```
+
+Check logs:
+```
+docker logs -f diffusers-image-fill
+```
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..6ff775f
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,38 @@
+services:
+  diffusers-image-fill:
+    build:
+      context: .
+      dockerfile: Dockerfile
+    image: diffusers-image-fill
+    container_name: diffusers-image-fill
+    environment:
+      - PUID=${PUID:-1000}
+      - PGID=${PGID:-1000}
+    volumes:
+      - /etc/localtime:/etc/localtime:ro
+      - /etc/timezone:/etc/timezone:ro
+      - ./:/app/diffusers-image-fill
+    stop_signal: SIGKILL
+    tty: true
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - driver: nvidia
+            count: all
+            capabilities: [gpu]
+    restart: unless-stopped
+    #Delete below if you're not using a reverse proxy
+    networks:
+      - traefik
+    labels:
+      - "traefik.enable=true"
+      - "traefik.http.routers.diffusers-image-fill.rule=Host(`image-fill.local.example.com`)"
+      - "traefik.http.routers.diffusers-image-fill.entrypoints=https"
+      - "traefik.http.routers.diffusers-image-fill.tls=true"
+      - "traefik.http.routers.diffusers-image-fill.tls.certresolver=cloudflare"
+      - "traefik.http.services.diffusers-image-fill.loadbalancer.server.port=7860"
+      - "traefik.http.routers.diffusers-image-fill.middlewares=default-headers@file"
+networks:
+  traefik:
+    external: true
\ No newline at end of file
diff --git a/requirements.cuda.txt b/requirements.cuda.txt
new file mode 100644
index 0000000..ab7b0d8
--- /dev/null
+++ b/requirements.cuda.txt
@@ -0,0 +1,11 @@
+spaces
+gradio==4.42.0
+gradio-imageslider
+numpy==1.26.4
+transformers
+accelerate
+diffusers
+fastapi<0.113.0
+opencv-python
+devicetorch
+pillow