diff --git a/Makefile b/Makefile
index e49177b..cbb0659 100644
--- a/Makefile
+++ b/Makefile
@@ -6,11 +6,13 @@ EXTRAS ?=
 DOCKER_BASE_IMAGE = docker.io/ocrd/core-cuda-tf2:v3.3.0
 DOCKER_TAG = ocrd/eynollah
 
-#MODEL := 'https://qurator-data.de/eynollah/2021-04-25/models_eynollah.tar.gz'
-#MODEL := 'https://qurator-data.de/eynollah/2022-04-05/models_eynollah_renamed.tar.gz'
-MODEL := 'https://qurator-data.de/eynollah/2022-04-05/models_eynollah.tar.gz'
-#MODEL := 'https://github.com/qurator-spk/eynollah/releases/download/v0.3.0/models_eynollah.tar.gz'
-#MODEL := 'https://github.com/qurator-spk/eynollah/releases/download/v0.3.1/models_eynollah.tar.gz'
+#SEG_MODEL := https://qurator-data.de/eynollah/2021-04-25/models_eynollah.tar.gz
+#SEG_MODEL := https://qurator-data.de/eynollah/2022-04-05/models_eynollah_renamed.tar.gz
+SEG_MODEL := https://qurator-data.de/eynollah/2022-04-05/models_eynollah.tar.gz
+#SEG_MODEL := https://github.com/qurator-spk/eynollah/releases/download/v0.3.0/models_eynollah.tar.gz
+#SEG_MODEL := https://github.com/qurator-spk/eynollah/releases/download/v0.3.1/models_eynollah.tar.gz
+
+BIN_MODEL := https://github.com/qurator-spk/sbb_binarization/releases/download/v0.0.11/saved_model_2021_03_09.zip
 
 PYTEST_ARGS ?= 
 
@@ -34,20 +36,29 @@ help:
 	@echo "    EXTRAS       comma-separated list of features (like 'OCR,plotting') for 'install' [$(EXTRAS)]"
 	@echo "    DOCKER_TAG   Docker image tag for 'docker' [$(DOCKER_TAG)]"
 	@echo "    PYTEST_ARGS  pytest args for 'test' (Set to '-s' to see log output during test execution, '-vv' to see individual tests. [$(PYTEST_ARGS)]"
-	@echo "    MODEL        URL of 'models' archive to download for 'test' [$(MODEL)]"
+	@echo "    SEG_MODEL    URL of 'models' archive to download for segmentation 'test' [$(SEG_MODEL)]"
+	@echo "    BIN_MODEL    URL of 'models' archive to download for binarization 'test' [$(BIN_MODEL)]"
 	@echo ""
 
 # END-EVAL
 
 
 # Download and extract models to $(PWD)/models_eynollah
-models: models_eynollah
+models: models_eynollah default-2021-03-09
 
 models_eynollah: models_eynollah.tar.gz
 	tar zxf models_eynollah.tar.gz
 
 models_eynollah.tar.gz:
-	wget $(MODEL)
+	wget $(SEG_MODEL)
+
+default-2021-03-09: $(notdir $(BIN_MODEL))
+	unzip $(notdir $(BIN_MODEL))
+	mkdir $@
+	mv $(basename $(notdir $(BIN_MODEL))) $@
+
+$(notdir $(BIN_MODEL)):
+	wget $(BIN_MODEL)
 
 build:
 	$(PIP) install build
@@ -65,14 +76,17 @@ deps-test: models_eynollah
 	$(PIP) install -r requirements-test.txt
 
 smoke-test: TMPDIR != mktemp -d
-smoke-test: tests/resources/kant_aufklaerung_1784_0020.tif deps-test
+smoke-test: tests/resources/kant_aufklaerung_1784_0020.tif
 	eynollah layout -i $< -o $(TMPDIR) -m $(CURDIR)/models_eynollah
 	fgrep -q http://schema.primaresearch.org/PAGE/gts/pagecontent/2019-07-15 $(TMPDIR)/$(basename $(<F)).xml
 	fgrep -c -e TextRegion -e ImageRegion -e SeparatorRegion $(TMPDIR)/$(basename $(<F)).xml
+	eynollah binarization -m $(CURDIR)/default-2021-03-09 $< $(TMPDIR)/$(<F)
+	test -s $(TMPDIR)/$(<F)
+	@set -x; test "$$(identify -format '%w %h' $<)" = "$$(identify -format '%w %h' $(TMPDIR)/$(<F))"
 	$(RM) -r $(TMPDIR)
 
 ocrd-test: TMPDIR != mktemp -d
-ocrd-test: tests/resources/kant_aufklaerung_1784_0020.tif deps-test
+ocrd-test: tests/resources/kant_aufklaerung_1784_0020.tif
 	cp $< $(TMPDIR)
 	ocrd workspace -d $(TMPDIR) init
 	ocrd workspace -d $(TMPDIR) add -G OCR-D-IMG -g PHYS_0020 -i OCR-D-IMG_0020 $(<F)
@@ -80,10 +94,12 @@ ocrd-test: tests/resources/kant_aufklaerung_1784_0020.tif deps-test
 	result=$$(ocrd workspace -d $(TMPDIR) find -G OCR-D-SEG); \
 	fgrep -q http://schema.primaresearch.org/PAGE/gts/pagecontent/2019-07-15 $(TMPDIR)/$$result && \
 	fgrep -c -e TextRegion -e ImageRegion -e SeparatorRegion $(TMPDIR)/$$result
+	ocrd-sbb-binarize -w $(TMPDIR) -I OCR-D-IMG -O OCR-D-BIN -P model $(CURDIR)/default-2021-03-09
+	ocrd-sbb-binarize -w $(TMPDIR) -I OCR-D-SEG -O OCR-D-SEG-BIN -P model $(CURDIR)/default-2021-03-09 -P operation_level region
 	$(RM) -r $(TMPDIR)
 
 # Run unit tests
-test: deps-test
+test:
 	EYNOLLAH_MODELS=$(CURDIR)/models_eynollah $(PYTHON) -m pytest tests  --durations=0 --continue-on-collection-errors $(PYTEST_ARGS)
 
 # Build docker image