update dockerfile by template

Dockerfile

@@ -1,61 +1,44 @@
-FROM nvidia/cuda:12.1.0-devel-ubuntu22.04
-
-# Set up non-interactive installation
-ENV DEBIAN_FRONTEND=noninteractive
-
-# Set up timezone
-RUN apt-get update && apt-get install -y --no-install-recommends \
-    tzdata \
-    && ln -fs /usr/share/zoneinfo/UTC /etc/localtime \
-    && dpkg-reconfigure --frontend noninteractive tzdata
-
-# Install system dependencies
-RUN apt-get update && apt-get install -y --no-install-recommends \
-    build-essential \
-    ca-certificates \
-    cmake \
-    curl \
-    ffmpeg \
-    git \
-    libglib2.0-0 \
-    libsm6 \
-    libxext6 \
-    libxrender-dev \
-    python3 \
-    python3-dev \
-    python3-pip \
-    wget \
-    && rm -rf /var/lib/apt/lists/*
-
-# Create symbolic link for python
-RUN ln -sf /usr/bin/python3 /usr/bin/python
-
-# Upgrade pip
-RUN python -m pip install --no-cache-dir --upgrade pip
-
-# Set working directory
-WORKDIR /app
-
-# Copy the repository content
-COPY . /app/
-
-# Following the setup.sh script step by step
+FROM nvidia/cuda:12.1.1-cudnn8-devel-ubuntu22.04
+
+ARG DEBIAN_FRONTEND=noninteractive
+
+ENV PYTHONUNBUFFERED=1
+
+RUN apt-get update && apt-get install --no-install-recommends -y \
+  build-essential \
+  python3.9 \
+  python3-pip \
+  git \
+  ffmpeg \
+  && apt-get clean && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /code
+
+COPY ./requirements_manual.txt /code/requirements_manual.txt
+
+# Set up a new user named "user" with user ID 1000
+RUN useradd -m -u 1000 user
+# Switch to the "user" user
+USER user
+# Set home to the user's home directory
+ENV HOME=/home/user \
+	PATH=/home/user/.local/bin:$PATH \
+    PYTHONPATH=$HOME/app \
+	PYTHONUNBUFFERED=1 \
+	GRADIO_ALLOW_FLAGGING=never \
+	GRADIO_NUM_PORTS=1 \
+	GRADIO_SERVER_NAME=0.0.0.0 \
+	GRADIO_THEME=huggingface \
+	SYSTEM=spaces
 
 # Install torch, torchvision, OpenCV and NumPy with versions as specified
-RUN pip install --no-cache-dir torch==2.1.2+cu121 torchvision==0.16.2+cu121 --extra-index-url https://download.pytorch.org/whl/cu121
+RUN pip3 install --no-cache-dir torch==2.1.2+cu121 torchvision==0.16.2+cu121 --extra-index-url https://download.pytorch.org/whl/cu121
 
 # Install MMLibrary
-RUN pip install --no-cache-dir -U openmim
+RUN pip3 install --no-cache-dir -U openmim
 RUN mim install --no-cache-dir mmengine "mmcv==2.1.0" "mmdet==3.3.0" "mmpretrain==1.2.0"
-RUN pip install --no-cache-dir numpy==1.25.1 opencv-python==4.9.0.80
-
-# Install other dependencies from requirements
-RUN pip install --no-cache-dir -r requirements_manual.txt
-
-RUN pip install --no-cache-dir numpy==1.25.1 opencv-python==4.9.0.80
-
-# Install the package itself in development mode
-RUN pip install --no-cache-dir -e .
+RUN pip3 install --no-cache-dir numpy==1.25.1 opencv-python==4.9.0.80
+RUN pip3 install --no-cache-dir --upgrade -r /code/requirements.txt
 
 # Set the working directory to the user's home directory
 WORKDIR $HOME/app