diff --git a/Dockerfile.armv7hf b/Dockerfile.armv7hf
index 23f49ae7..70d9f5a9 100644
--- a/Dockerfile.armv7hf
+++ b/Dockerfile.armv7hf
@@ -6,7 +6,6 @@ COPY 01_nodoc /etc/dpkg/dpkg.cfg.d/
 RUN apt-get -q update \
 	&& apt-get install -qqy \
 		btrfs-tools \
-		docker.io \
 		jq \
 		rsync \
 		socat \
@@ -15,6 +14,8 @@ RUN apt-get -q update \
 	&& apt-get clean \
 	&& rm -rf /var/lib/apt/lists/
 
+RUN curl -sL https://github.com/resin-io/docker/releases/download/1.5.0-dev/docker-arm-1.5.0-dev.tar.xz | tar xJv --strip-components=1 -C /usr/bin
+
 # Copy supervisord configuration files
 COPY config/supervisor/ /etc/supervisor/