diff --git a/Dockerfile b/Dockerfile
index 4af3ac8a3e..be6a19ca7a 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -3,7 +3,6 @@ FROM ${BUILD_FROM}
 MAINTAINER Otto Winter <contact@otto-winter.com>
 
 RUN apt-get update && apt-get install -y \
-        python-pil \
         git \
     && apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* && \
     pip install --no-cache-dir --no-binary :all: platformio && \
@@ -21,7 +20,8 @@ COPY docker/platformio.ini /pio/platformio.ini
 RUN platformio run -d /pio; rm -rf /pio
 
 COPY . .
-RUN pip install --no-cache-dir --no-binary :all: -e .
+RUN pip install --no-cache-dir --no-binary :all: -e . && \
+    pip install --no-cache-dir pillow
 
 WORKDIR /config
 ENTRYPOINT ["esphomeyaml"]