diff --git a/Dockerfile b/Dockerfile
index d85d5bc..9217aeb 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -7,14 +7,21 @@ LABEL org.opencontainers.image.source https://github.com/serengil/deepface
 RUN mkdir /app
 RUN mkdir /app/deepface
 
+
+
 # -----------------------------------
 # switch to application directory
 WORKDIR /app
 
 # -----------------------------------
 # update image os
-RUN apt-get update
-RUN apt-get install ffmpeg libsm6 libxext6 -y
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    ffmpeg \
+    libsm6 \
+    libxext6 \
+    libhdf5-dev \
+    && rm -rf /var/lib/apt/lists/*
 
 # -----------------------------------
 # Copy required files from repo into image
@@ -25,6 +32,7 @@ COPY ./requirements_local /app/requirements_local.txt
 COPY ./package_info.json /app/
 COPY ./setup.py /app/
 COPY ./README.md /app/
+COPY ./entrypoint.sh /app/deepface/api/src/entrypoint.sh
 
 # -----------------------------------
 # if you plan to use a GPU, you should install the 'tensorflow-gpu' package
@@ -55,4 +63,5 @@ ENV PYTHONUNBUFFERED=1
 # run the app (re-configure port if necessary)
 WORKDIR /app/deepface/api/src
 EXPOSE 5000
-CMD ["gunicorn", "--workers=1", "--timeout=3600", "--bind=0.0.0.0:5000", "app:create_app()"]
+# CMD ["gunicorn", "--workers=1", "--timeout=3600", "--bind=0.0.0.0:5000", "app:create_app()"]
+ENTRYPOINT [ "sh", "entrypoint.sh" ]
diff --git a/entrypoint.sh b/entrypoint.sh
new file mode 100644
index 0000000..b31c2b2
--- /dev/null
+++ b/entrypoint.sh
@@ -0,0 +1,5 @@
+# Example content
+echo "Starting the application..."
+exec "$@"
+
+gunicorn -w 1 -b 0.0.0.0:5000 --timeout 7200 --log-level 'debug' --access-logfile - --access-logformat '%(h)s - - [%(t)s] "%(r)s" %(s)s %(b)s %(L)s' app:create_app
\ No newline at end of file
diff --git a/requirements_local b/requirements_local
index e869c3f..22bbe11 100644
--- a/requirements_local
+++ b/requirements_local
@@ -2,5 +2,5 @@ numpy==1.22.3
 pandas==2.0.3
 Pillow==9.0.0
 opencv-python==4.9.0.80
-tensorflow==2.9.0
-keras==2.9.0
+tensorflow==2.13.1
+keras==2.13.1