diff --git a/Dockerfile b/Dockerfile
index 452f6ff..b5e8281 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -2,15 +2,19 @@ FROM python:alpine
 
 WORKDIR /ivatar
 
-RUN apk add --no-cache --virtual build-deps build-base gcc python2-dev python3-dev musl-dev git && \
-    apk add --no-cache jpeg-dev openldap-dev libffi-dev mariadb-dev zlib-dev
-RUN echo 'INPUT ( libldap.so )' > /usr/lib/libldap_r.so
+# RUN apk add --no-cache --virtual build-deps build-base gcc python3-dev musl-dev git && \
+RUN apk add --no-cache py3-virtualenv openldap-dev libffi-dev mariadb-dev zlib-dev
+# RUN echo 'INPUT ( libldap.so )' > /usr/lib/libldap_r.so
 
-RUN pip install --upgrade pip setuptools==57.5.0
-RUN pip install 2to3 pillow
+# RUN pip install --upgrade pip setuptools==57.5.0
+# RUN pip install 2to3 pillow
 
 RUN git clone https://git.linux-kernel.at/oliver/ivatar.git .
-RUN pip install -r requirements.txt
+
+RUN virtualenv -p python3 .virtualenv && \
+    source .virtualenv/bin/activate && \
+    pip install pillow && \
+    pip install -r requirements.txt
 
 RUN apk del build-deps && pip cache purge
 
diff --git a/entrypoint.sh b/entrypoint.sh
index 993c245..989c038 100644
--- a/entrypoint.sh
+++ b/entrypoint.sh
@@ -1,4 +1,4 @@
 #!/bin/ash
 
-python ./manage.py migrate
-exec python ./manage.py runserver 0:8080
+./manage.py migrate
+exec ./manage.py runserver 0:8080