diff --git a/deploy/docker/Dockerfile b/deploy/docker/Dockerfile
index cc68a0bb6..66d09ad07 100644
--- a/deploy/docker/Dockerfile
+++ b/deploy/docker/Dockerfile
@@ -1,7 +1,7 @@
 # docker build -t hgjazhgj/alas:latest .
 # docker run -v ${PWD}:/app/AzurLaneAutoScript -p 22267:22267 --name alas -it --rm hgjazhgj/alas
 
-FROM python:3.7-slim
+FROM python:3.7-slim-bullseye
 
 WORKDIR /app/AzurLaneAutoScript
 
@@ -10,7 +10,12 @@ COPY requirements.txt /tmp/requirements.txt
 # Initial download of UiAutomator2 is slow outside of China using appetizer mirror, switch to GitHub
 RUN apt update \
  && apt install -y git adb libgomp1 openssh-client \
+ && apt install -y build-essential pkg-config \
+ && apt install -y libavformat-dev libavcodec-dev libavdevice-dev \
+ && apt install -y libavutil-dev libswscale-dev libswresample-dev libavfilter-dev \
  && git config --global --add safe.directory '*' \
+ && pip install Cython==0.29.37 \
+ && pip install av==10.0.0 --no-build-isolation \
  && pip install -r /tmp/requirements.txt \
  && rm /tmp/requirements.txt \
  && rm -r ~/.cache/pip
diff --git a/deploy/docker/Dockerfile.cn b/deploy/docker/Dockerfile.cn
index 2db750c3a..c7d879d4d 100644
--- a/deploy/docker/Dockerfile.cn
+++ b/deploy/docker/Dockerfile.cn
@@ -14,16 +14,19 @@ deb-src https://mirrors.aliyun.com/debian/ bullseye main non-free contrib\n\
 deb https://mirrors.aliyun.com/debian-security/ bullseye-security main\n\
 deb-src https://mirrors.aliyun.com/debian-security/ bullseye-security main\n\
 deb https://mirrors.aliyun.com/debian/ bullseye-updates main non-free contrib\n\
-deb-src https://mirrors.aliyun.com/debian/ bullseye-updates main non-free contrib\n\
-deb https://mirrors.aliyun.com/debian/ bullseye-backports main non-free contrib\n\
-deb-src https://mirrors.aliyun.com/debian/ bullseye-backports main non-free contrib" \
+deb-src https://mirrors.aliyun.com/debian/ bullseye-updates main non-free contrib" \
 > /etc/apt/sources.list \
  && apt update \
  && apt install -y git adb libgomp1 openssh-client \
+ && apt install -y build-essential pkg-config \
+ && apt install -y libavformat-dev libavcodec-dev libavdevice-dev \
+ && apt install -y libavutil-dev libswscale-dev libswresample-dev libavfilter-dev \
  && git config --global --add safe.directory '*' \
  && ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime \
  && echo 'Asia/Shanghai' > /etc/timezone \
  && pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple \
+ && pip install Cython==0.29.37 \
+ && pip install av==10.0.0 --no-build-isolation \
  && pip install -r /tmp/requirements.txt \
  && rm /tmp/requirements.txt \
  && rm -r ~/.cache/pip