diff --git a/ai-box/Dockerfile b/ai-box/Dockerfile
index 796e339e590b89f6d3de4ac0da6fcab771a82f09..55b77b1e36def970700bf497978e96809643bbb2 100644
--- a/ai-box/Dockerfile
+++ b/ai-box/Dockerfile
@@ -25,6 +25,7 @@ ENV LIBRARY_PATH /usr/lib/gcc/x86_64-linux-gnu/8
 COPY sources.list /etc/apt/sources.list
 COPY requirements.txt ./
 COPY simsun.ttc /usr/local/fonts/
+COPY tensorflow-1.12.0-cp37-cp37m-linux_x86_64.whl ./
 RUN apt-key adv --recv-keys --keyserver keyserver.ubuntu.com 40976EAF437D05B5 \
     && apt-key adv --recv-keys --keyserver keyserver.ubuntu.com 3B4FE6ACC0B21F32 \
     && apt-get update \
@@ -34,6 +35,7 @@ RUN apt-key adv --recv-keys --keyserver keyserver.ubuntu.com 40976EAF437D05B5 \
          r-base=3.5.1-* r-base-dev=3.5.1-* r-recommended=3.5.1-* \
     && pip install --no-cache-dir --trusted-host mirrors.aliyun.com \
          -i http://mirrors.aliyun.com/pypi/simple -r requirements.txt \
+    && pip install ./tensorflow-1.12.0-cp37-cp37m-linux_x86_64.whl \
     && echo 'options(repos = c(CRAN = "https://cloud.r-project.org/"))' >> /etc/R/Rprofile.site \
     && echo 'source("/etc/R/Rprofile.site")' >> /etc/littler.r \
     && ln -s /usr/lib/R/site-library/littler/examples/install.r /usr/local/bin/install.r \
@@ -43,6 +45,7 @@ RUN apt-key adv --recv-keys --keyserver keyserver.ubuntu.com 40976EAF437D05B5 \
     && install.r docopt \
     && install.r mirt \
     && install.r mirtCAT \
+    && rm ./tensorflow-1.12.0-cp37-cp37m-linux_x86_64.whl \
     && rm -rf /tmp/downloaded_packages/ /tmp/*.rds \
     && rm -rf /var/lib/apt/lists/*
 
diff --git a/ai-box/requirements.txt b/ai-box/requirements.txt
index 181e49250f24c1195bc34ac89edfe7e938479912..11d076e6a5b2015b21db563f352328012ffdc6b8 100644
--- a/ai-box/requirements.txt
+++ b/ai-box/requirements.txt
@@ -39,3 +39,4 @@ oss2==2.5.0
 zbarlight==2.1
 imutils==0.5.1
 seaborn==0.8.1
+keras==2.2.4
diff --git a/ai-box/tensorflow-1.12.0-cp37-cp37m-linux_x86_64.whl b/ai-box/tensorflow-1.12.0-cp37-cp37m-linux_x86_64.whl
new file mode 100644
index 0000000000000000000000000000000000000000..166d013937c8418646248fe02891e560e618b648
Binary files /dev/null and b/ai-box/tensorflow-1.12.0-cp37-cp37m-linux_x86_64.whl differ