diff --git a/images/base/entrypoint.sh b/images/base/entrypoint.sh
index 1eac5ed..06748bc 100755
--- a/images/base/entrypoint.sh
+++ b/images/base/entrypoint.sh
@@ -1,68 +1,69 @@
 #!/bin/bash
 
 set -e
 
 source /srv/softwareheritage/utils/pgsql.sh
 
 # generate the config file from the 'template'
 if [ -f /etc/softwareheritage/config.yml.tmpl ]; then
 	# I know... I know!
 	eval "echo \"`cat /etc/softwareheritage/config.yml.tmpl`\"" > \
 		 /etc/softwareheritage/config.yml
 fi
 
 # generate the pgservice file if any
 if [ -f /run/secrets/postgres-password ]; then
 	POSTGRES_PASSWORD_FILE=/run/secrets/postgres-password
 	setup_pgsql
 fi
 
 # For debugging purpose
 echo "### CONFIG FILE ###"
 cat /etc/softwareheritage/config.yml | grep -v password
 echo "###################"
 
 echo "Arguments: $@"
 
 case "$1" in
     "shell")
       exec bash -i
       ;;
     "objstorage")
       echo "Starting the SWH $1 RPC server"
       exec gunicorn3 \
            --bind 0.0.0.0:${PORT:-5000} \
            --bind unix:/var/run/gunicorn/swh/$1.sock \
            --worker-class aiohttp.worker.GunicornWebWorker \
            --threads ${GUNICORN_THREADS:-4} \
            --workers ${GUNICORN_WORKERS:-16} \
            --log-level "${LOG_LEVEL:-WARNING}" \
            --timeout ${GUNICORN_TIMEOUT:-3600} \
            --statsd-host=prometheus-statsd-exporter:9125 \
            --statsd-prefix=service.app.objstorage  \
            "swh.$1.api.server:make_app_from_configfile()"
       ;;
     *)
       wait_pgsql template1
 
       echo Database setup
       if ! check_pgsql_db_created; then
           echo Creating database and extensions...
           swh db create --db-name ${POSTGRES_DB} storage
       fi
       echo Initializing the database...
+      swh db init-admin --db-name ${POSTGRES_DB} storage
       swh db init --db-name ${POSTGRES_DB} --flavor ${FLAVOR:-default} storage
 
       echo "Starting the SWH $1 RPC server"
       exec gunicorn3 \
            --bind 0.0.0.0:${PORT:-5000} \
            --bind unix:/var/run/gunicorn/swh/$1.sock \
            --threads ${GUNICORN_THREADS:-4} \
            --workers ${GUNICORN_WORKERS:-16} \
            --log-level "${LOG_LEVEL:-WARNING}" \
            --timeout ${GUNICORN_TIMEOUT:-3600} \
            --statsd-host=prometheus-statsd-exporter:9125 \
            --statsd-prefix=service.app.storage  \
            "swh.$1.api.server:make_app_from_configfile()"
       ;;
 esac