diff --git a/.github/workflows/test-eynollah.yml b/.github/workflows/test-eynollah.yml
index 59503aa..1aff79a 100644
--- a/.github/workflows/test-eynollah.yml
+++ b/.github/workflows/test-eynollah.yml
@@ -47,7 +47,25 @@ jobs:
         make install EXTRAS=OCR,plotting
         make deps-test
     - name: Test with pytest
-      run: make test
+      run: make coverage PYTEST_ARGS="--junitxml=pytest.xml"
+    - name: Get coverage results
+      run: |
+        coverage report --format=markdown >> $GITHUB_STEP_SUMMARY
+        coverage html json xml
+    - name: Store coverage results
+      uses: actions/upload-artifact@v4
+      with:
+          name: coverage-report
+          path: |
+            htmlcov
+            pytest.xml
+            coverage.xml
+            coverage.json
+    - name: Upload coverage results
+      uses: codecov/codecov-action@v4
+      with:
+        files: coverage.xml
+        fail_ci_if_error: false
     - name: Test standalone CLI
       run: make smoke-test
     - name: Test OCR-D CLI
diff --git a/Makefile b/Makefile
index d910596..5f2bf34 100644
--- a/Makefile
+++ b/Makefile
@@ -113,8 +113,7 @@ test:
 coverage:
 	coverage erase
 	$(MAKE) test PYTHON="coverage run"
-	coverage report
-	coverage html
+	coverage report -m
 
 # Build docker image
 docker:
diff --git a/README.md b/README.md
index 4d430bc..16ac661 100644
--- a/README.md
+++ b/README.md
@@ -3,6 +3,7 @@
 
 [![PyPI Version](https://img.shields.io/pypi/v/eynollah)](https://pypi.org/project/eynollah/)
 [![GH Actions Test](https://github.com/qurator-spk/eynollah/actions/workflows/test-eynollah.yml/badge.svg)](https://github.com/qurator-spk/eynollah/actions/workflows/test-eynollah.yml)
+[![GH Actions Deploy](https://github.com/qurator-spk/eynollah/actions/workflows/build-docker.yml/badge.svg)](https://github.com/qurator-spk/eynollah/actions/workflows/build-docker.yml)
 [![License: ASL](https://img.shields.io/github/license/qurator-spk/eynollah)](https://opensource.org/license/apache-2-0/)
 [![DOI](https://img.shields.io/badge/DOI-10.1145%2F3604951.3605513-red)](https://doi.org/10.1145/3604951.3605513)
 
diff --git a/requirements-test.txt b/requirements-test.txt
index 718f480..cce9428 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -1,4 +1,4 @@
 pytest
 pytest-subtests
-coverage
+coverage[toml]
 black