diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000..d60525c
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,83 @@
+name: Test EasyOCR
+
+on:
+  push:
+    branches:
+      - main
+      - ci
+      - release/*
+      - feature/*
+    tags:
+      - v*
+    paths-ignore:
+      - README*
+  pull_request:
+
+jobs:
+  test_linux:
+    name: Test ${{ matrix.os }} with Python ${{ matrix.python }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        include:
+          - os: ubuntu-latest
+            python: "3.11"
+            tesseract5: true
+          - os: ubuntu-latest
+            python: "3.12"
+            tesseract5: true
+    env:
+      OS: ${{ matrix.os }}
+      PYTHON: ${{ matrix.python }}
+
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: "0" # 0=all, needed for setuptools-scm to resolve version tags
+
+      - uses: actions/setup-python@v4
+        name: Setup Python
+        with:
+          python-version: ${{ matrix.python }}
+          cache: "pip"
+
+      - name: Install Tesseract 5
+        if: matrix.tesseract5
+        run: |
+          sudo add-apt-repository -y ppa:alex-p/tesseract-ocr-devel
+
+      - name: Install common packages
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y --no-install-recommends \
+            curl \
+            ghostscript \
+            img2pdf \
+            libexempi8 \
+            libffi-dev \
+            libsm6 libxext6 libxrender-dev \
+            pngquant \
+            poppler-utils \
+            tesseract-ocr \
+            tesseract-ocr-deu \
+            tesseract-ocr-eng \
+            tesseract-ocr-osd \
+            unpaper \
+            zlib1g
+
+      - name: Install Python packages
+        run: |
+          python -m pip install --upgrade pip wheel
+          python -m pip install --prefer-binary .[test]
+
+      - name: Report versions
+        run: |
+          tesseract --version
+          gs --version
+          pngquant --version
+          unpaper --version
+          img2pdf --version
+
+      - name: Test
+        run: |
+          python -m pytest tests/
diff --git a/ocrmypdf_easyocr/__init__.py b/ocrmypdf_easyocr/__init__.py
index fb83b73..ab1d6b2 100644
--- a/ocrmypdf_easyocr/__init__.py
+++ b/ocrmypdf_easyocr/__init__.py
@@ -104,7 +104,7 @@ def add_options(parser):
 
 
 class EasyOCREngine(OcrEngine):
-    """Implements OCR with Tesseract."""
+    """Implements OCR with EasyOCR."""
 
     @staticmethod
     def version():
diff --git a/pyproject.toml b/pyproject.toml
index 903a6a8..2b29d7a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,6 +21,9 @@ ocrmypdf = "ocrmypdf_easyocr"
 
 [project.optional-dependencies]
 dev = ["ruff>=0.0.272"]
+test = [
+  "pytest>=6.2.5",
+]
 
 [build-system]
 requires = ["setuptools"]
diff --git a/tests/conftest.py b/tests/conftest.py
new file mode 100644
index 0000000..f829efb
--- /dev/null
+++ b/tests/conftest.py
@@ -0,0 +1,24 @@
+# SPDX-FileCopyrightText: 2023 James R. Barlow
+# SPDX-License-Identifier: MIT
+
+from pathlib import Path
+
+import pytest
+
+TESTS_ROOT = Path(__file__).parent.resolve()
+PROJECT_ROOT = TESTS_ROOT
+
+
+@pytest.fixture(scope="session")
+def resources() -> Path:
+    return Path(TESTS_ROOT) / "resources"
+
+
+@pytest.fixture(scope="function")
+def outdir(tmp_path) -> Path:
+    return tmp_path
+
+
+@pytest.fixture(scope="function")
+def outpdf(tmp_path) -> Path:
+    return tmp_path / "out.pdf"
diff --git a/tests/resources/jbig2.pdf b/tests/resources/jbig2.pdf
new file mode 100644
index 0000000..d1a62d4
Binary files /dev/null and b/tests/resources/jbig2.pdf differ
diff --git a/tests/test_basic.py b/tests/test_basic.py
new file mode 100644
index 0000000..98557c9
--- /dev/null
+++ b/tests/test_basic.py
@@ -0,0 +1,16 @@
+# SPDX-FileCopyrightText: 2023 James R. Barlow
+# SPDX-License-Identifier: MIT
+
+import ocrmypdf
+import pikepdf
+import pytest
+
+import ocrmypdf_easyocr
+
+
+def test_easyocr(resources, outpdf):
+    ocrmypdf.ocr(resources / "jbig2.pdf", outpdf)
+    assert outpdf.exists()
+
+    with pikepdf.open(outpdf) as pdf:
+        assert "EasyOCR" in str(pdf.docinfo["/Creator"])