diff --git a/Dockerfile b/Dockerfile
index c357c30..0f81c73 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,48 +1,29 @@
-FROM pytorch/pytorch:2.3.1-cuda12.1-cudnn8-runtime
+FROM ghcr.io/moriyalab/docker-ffmpeg:latest
 
-RUN apt-get update && apt-get install -y --no-install-recommends \
-    git \
-    vim \
-    curl \
-    wget \
-    xz-utils \
-    libavutil-dev \
-    libavcodec-dev \
-    libavformat-dev \
-    libswscale-dev \
-    pkg-config \
-    build-essential \
-    libffi-dev
-RUN pip install --upgrade pip setuptools
-
-RUN wget https://johnvansickle.com/ffmpeg/builds/ffmpeg-git-amd64-static.tar.xz \
-      && tar xvf ./ffmpeg-git-amd64-static.tar.xz \
-      && cp ./ffmpeg*amd64-static/ffmpeg /usr/local/bin/
+WORKDIR /workspace
+RUN apt update && apt install -y git vim curl python3 python3-pip libgl1-mesa-glx
+RUN pip install -U pip && \
+  pip install torch==2.5.1 torchvision torchaudio --index-url https://download.pytorch.org/whl/cu124 && \
+  pip install \
+  matplotlib==3.7 \
+  setuptools==75.6.0 \
+  tikzplotlib \
+  jpeg4py \
+  opencv-python \
+  lmdb \
+  pandas \
+  scipy \
+  loguru \
+  flake8 \
+  hydra-core \
+  iopath \
+  ultralytics==8.2.63 \
+  gradio==4.44.0 \
+  ffmpeg-python==0.2.0 \
+  gdown==5.2 \
+  lapx==0.5.10
 
 RUN git clone -b master --single-branch --depth=1 https://github.com/moriyalab/samurai.git
-RUN cd /workspace/samurai/sam2 && \
-    pip install -e .
-
-RUN cd /workspace/samurai/sam2 && \
-    pip install -e ".[notebooks]" && \
-    pip install \
-    matplotlib==3.7 \
-    tikzplotlib \
-    jpeg4py \
-    opencv-python \
-    lmdb \
-    pandas \
-    scipy \
-    loguru \
-    flake8 \
-    ultralytics==8.2.63 \
-    gradio==4.44.0 \
-    ffmpeg-python==0.2.0 \
-    gdown==5.2 \
-    lapx==0.5.10
-
 RUN cd /workspace/samurai/sam2/checkpoints && \
     ./download_ckpts.sh && \
     cd ..
-
-RUN mkdir -p /workspace/horus_inference_server
diff --git a/run_dev_env.sh b/run_dev_env.sh
index 0d17b07..2606890 100755
--- a/run_dev_env.sh
+++ b/run_dev_env.sh
@@ -32,7 +32,7 @@ PLATFORM="$(uname -m)"
 if [ $PLATFORM = "x86_64" ]; then
     echo "x86"
     docker pull ghcr.io/moriyalab/horus_inference_server:latest
-    docker run -it --rm --gpus all --runtime nvidia --shm-size=32G -v $ROOT:/workspace/horus_inference_server -w /workspace/horus_inference_server --network host ghcr.io/moriyalab/horus_inference_server:latest
+    docker run -it --rm --gpus all --runtime nvidia -u $(id -u):$(id -g) --shm-size=32G -v $ROOT:/workspace/horus_inference_server -w /workspace/horus_inference_server --network host ghcr.io/moriyalab/horus_inference_server:latest
 else
     echo "Not Support Platform. Only support x86."
 fi
\ No newline at end of file