diff --git a/docker-compose.yml b/docker-compose.yml
index e99080d..ec5c4b1 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -38,16 +38,6 @@ services:
     environment:
       - CLI_ARGS=--allow-code --medvram --xformers
 
-  auto-deepdanbooru:
-    <<: *automatic
-    profiles: ["auto-deepdanbooru"]
-    build:
-      context: ./services/AUTOMATIC1111
-      args:
-        - DEEPDANBOORU=1
-    environment:
-      - CLI_ARGS=--allow-code --medvram --xformers --deepdanbooru
-
   auto-cpu:
     <<: *automatic
     profiles: ["auto-cpu"]
diff --git a/services/AUTOMATIC1111/Dockerfile b/services/AUTOMATIC1111/Dockerfile
index 421dcc9..19589a9 100644
--- a/services/AUTOMATIC1111/Dockerfile
+++ b/services/AUTOMATIC1111/Dockerfile
@@ -53,6 +53,11 @@ RUN pip install --prefer-binary --no-cache-dir -r ${ROOT}/repositories/CodeForme
 # TODO: move to top
 RUN apt-get install jq moreutils -y
 
+COPY . /docker
+RUN chmod +x /docker/*.sh
+
+ARG DEEPDANBOORU="0"
+RUN [[ ${DEEPDANBOORU:-"0"} == "0" ]] && : || /docker/optional-deepdanbooru.sh
 
 # Note: don't update the sha of previous versions because the install will take forever
 # instead, update the repo state in a later step
@@ -73,21 +78,7 @@ RUN pip install --prefer-binary --no-cache-dir opencv-python-headless \
 COPY --from=xformers /wheel.whl xformers-0.0.14.dev0-cp310-cp310-linux_x86_64.whl
 RUN pip install xformers-0.0.14.dev0-cp310-cp310-linux_x86_64.whl
 
-ARG DEEPDANBOORU=0
-RUN <<EOF
-    if ["$DEEPDANBOORU" = "1"]
-    then 
-        pip install tensorflow 
-        pip install tensorflow-io 
-        pip install git+https://github.com/KichangKim/DeepDanbooru.git@edf73df4cdaeea2cf00e9ac08bd8a9026b7a7b26#egg=deepdanbooru deepdanbooru
-    fi
-EOF
-
-COPY . /docker
-RUN <<EOF
-chmod +x /docker/mount.sh && python3 /docker/info.py ${ROOT}/modules/ui.py
-EOF
-
+RUN python3 /docker/info.py ${ROOT}/modules/ui.py
 
 ENV CLI_ARGS=""
 WORKDIR ${WORKDIR}
diff --git a/services/AUTOMATIC1111/optional-deepdanbooru.sh b/services/AUTOMATIC1111/optional-deepdanbooru.sh
new file mode 100644
index 0000000..16a3cfd
--- /dev/null
+++ b/services/AUTOMATIC1111/optional-deepdanbooru.sh
@@ -0,0 +1,5 @@
+#!/bin/bash
+
+pip install tensorflow==2.10
+pip install tensorflow-io==0.27.0 
+pip install git+https://github.com/KichangKim/DeepDanbooru.git@edf73df4cdaeea2cf00e9ac08bd8a9026b7a7b26#egg=deepdanbooru deepdanbooru