diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6819c0a..b66e62a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,13 @@ and this project adheres to [Semantic Versioning](http://semver.org/spec/v2.0.0.
 
 ## [Unreleased]
 
+## [3.7.0] - 2019-07-28
+
+### Changed
+
++ Updated hydrus server version
++ Updated base image to Debian Buster
+
 ## [3.6.0] - 2019-07-05
 
 ### Changed
@@ -214,7 +221,8 @@ and this project adheres to [Semantic Versioning](http://semver.org/spec/v2.0.0.
 
 + Initial release
 
-[Unreleased]: https://github.com/mserajnik/hydrus-server-docker/compare/3.6.0...develop
+[Unreleased]: https://github.com/mserajnik/hydrus-server-docker/compare/3.7.0...develop
+[3.7.0]: https://github.com/mserajnik/hydrus-server-docker/compare/3.6.0...3.7.0
 [3.6.0]: https://github.com/mserajnik/hydrus-server-docker/compare/3.5.0...3.6.0
 [3.5.0]: https://github.com/mserajnik/hydrus-server-docker/compare/3.4.0...3.5.0
 [3.4.0]: https://github.com/mserajnik/hydrus-server-docker/compare/3.3.0...3.4.0
diff --git a/Dockerfile b/Dockerfile
index ac5b9a5..3be885e 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.7-slim-stretch
+FROM python:3.7-slim-buster
 
 ARG HOST_USER_ID=1000
 ARG HOST_GROUP_ID=1000
@@ -21,37 +21,43 @@ COPY ./deb .
 
 RUN \
   chown -R hydrus:hydrus /usr/src/app && \
-  chmod +x server.py && \
-  chmod +x bin/swfrender_linux bin/upnpc_linux && \
+  chmod +x \
+    server.py \
+    bin/swfrender_linux \
+    bin/upnpc_linux && \
   rm \
     bin/swfrender_osx \
     bin/swfrender_win32.exe \
     bin/upnpc_osx \
     bin/upnpc_win32.exe && \
-  mkdir /data && chown -R hydrus:hydrus /data && \
+  mkdir /data && \
+  chown -R hydrus:hydrus /data && \
   apt-get update && apt-get install -y \
     build-essential \
     ffmpeg \
+    multiarch-support \
     wget && \
-  dpkg -i libjpeg8_8d-1+deb7u1_amd64.deb && \
-  rm libjpeg8_8d-1+deb7u1_amd64.deb && \
+  dpkg -i libjpeg8_8d-2_amd64.deb && \
+  rm libjpeg8_8d-2_amd64.deb && \
+  pip install --upgrade pip && \
   pip install virtualenv && \
   virtualenv venv && \
   . venv/bin/activate && \
   pip install \
-    beautifulsoup4~=4.7.1 \
+    beautifulsoup4~=4.8.0 \
+    chardet~=3.0.4 \
     lz4~=2.1.10 \
-    numpy~=1.16.4 \
-    pillow~=5.4.1 \
-    psutil~=5.4.8 \
+    numpy~=1.17.0 \
+    pillow~=6.1.0 \
+    psutil~=5.6.3 \
     pylzma~=0.5.0 \
-    pyopenssl~=18.0.0 \
-    pyyaml~=3.13 \
+    pyopenssl~=19.0.0 \
+    pyyaml~=5.1.1 \
     opencv-python-headless~=4.1.0.25 \
-    requests~=2.21.0 \
+    requests~=2.22.0 \
     send2trash~=1.5.0 \
     service_identity~=18.1.0 \
-    twisted~=18.9.0 && \
+    twisted~=19.2.1 && \
   rm -r ~/.cache && \
   apt-get clean && apt-get autoclean && apt-get autoremove --purge -y && \
   rm -rf /var/lib/apt/lists/*
diff --git a/README.md b/README.md
index 8e142d7..fffe6a1 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@
 This is a simple Debian-based Docker setup for running
 [hydrus server][hydrus-server] from source.
 
-The latest build runs [hydrus server version 358][hydrus-server-version].
+The latest build runs [hydrus server version 360][hydrus-server-version].
 
 ## Table of contents
 
@@ -34,7 +34,7 @@ By default, this will pull the latest build. To specify an image with a
 specific version of hydrus server, provide the version number as tag, e.g.:
 
 ```zsh
-user@local:~$ docker pull mserajnik/hydrus-server-docker:358
+user@local:~$ docker pull mserajnik/hydrus-server-docker:360
 ```
 
 See [here][docker-hub-tags] for all the available version numbers/tags.
@@ -169,13 +169,13 @@ You are welcome to help out!
 [MIT](LICENSE.md) © Michael Serajnik
 
 [hydrus-server]: http://hydrusnetwork.github.io/hydrus/
-[hydrus-server-version]: https://github.com/hydrusnetwork/hydrus/releases/tag/v358
+[hydrus-server-version]: https://github.com/hydrusnetwork/hydrus/releases/tag/v360
 [docker-hub]: https://hub.docker.com/r/mserajnik/hydrus-server-docker/
 [docker-hub-tags]: https://hub.docker.com/r/mserajnik/hydrus-server-docker/tags/
 [docker]: https://www.docker.com/
 [semantic-versioning]: https://semver.org/
 
-[hydrus-server-badge]: https://img.shields.io/badge/hydrus%20server-version%20358-blue.svg
+[hydrus-server-badge]: https://img.shields.io/badge/hydrus%20server-version%20360-blue.svg
 
 [travis]: https://travis-ci.com/mserajnik/hydrus-server-docker
 [travis-badge]: https://travis-ci.com/mserajnik/hydrus-server-docker.svg
diff --git a/deb/libjpeg8_8d-1+deb7u1_amd64.deb b/deb/libjpeg8_8d-1+deb7u1_amd64.deb
deleted file mode 100644
index 2c6c6fe..0000000
Binary files a/deb/libjpeg8_8d-1+deb7u1_amd64.deb and /dev/null differ
diff --git a/deb/libjpeg8_8d-2_amd64.deb b/deb/libjpeg8_8d-2_amd64.deb
new file mode 100644
index 0000000..40d95d3
Binary files /dev/null and b/deb/libjpeg8_8d-2_amd64.deb differ
diff --git a/hydrus b/hydrus
index 916b8f3..9b02a8f 160000
--- a/hydrus
+++ b/hydrus
@@ -1 +1 @@
-Subproject commit 916b8f3c940715f02f46046ccf947ef9b764c2c1
+Subproject commit 9b02a8fce61e76b8b8919183578d9242169cf796