diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 9c3c672fb..16bb0327e 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -35,8 +35,13 @@ jobs:
           libopenshot-audio-dev \
           qtbase5-dev qtbase5-dev-tools \
           libfdk-aac-dev libavcodec-dev libavformat-dev libavdevice-dev libavutil-dev libavfilter-dev libswscale-dev libpostproc-dev libswresample-dev \
-          libzmq3-dev libmagick++-dev libunittest++-dev \
+          libzmq3-dev libmagick++-dev \
           libopencv-dev libprotobuf-dev protobuf-compiler
+        # Install catch2 package from Ubuntu 20.10, since for some reason
+        # even 20.04 only has Catch 1.12.1 available.
+        wget https://launchpad.net/ubuntu/+archive/primary/+files/catch2_2.13.0-1_all.deb
+        sudo dpkg -i catch2_2.13.0-1_all.deb
+
 
     - name: Build libopenshot
       shell: bash
@@ -51,7 +56,7 @@ jobs:
       shell: bash
       run: |
         pushd build
-        cmake --build . --target os_test -- VERBOSE=1
+        cmake --build . --target coverage -- VERBOSE=1
         popd
 
     - name: Install libopenshot
@@ -65,4 +70,3 @@ jobs:
       if: ${{ matrix.compiler == 'clang' }}
       with:
         file: build/coverage.info
-