diff --git a/setup.py b/setup.py
index 195fdb2e7be..880c36d9629 100644
--- a/setup.py
+++ b/setup.py
@@ -490,7 +490,7 @@ def run(self):
         # Package info
         packages=find_packages(exclude=('test',)),
         package_data={
-            package_name: ['*.dll', '*.dylib', '*.so']
+            package_name: ['*.dll', '*.dylib', '*.so', 'py.typed'],
         },
         zip_safe=False,
         install_requires=requirements,
diff --git a/torchvision/py.typed b/torchvision/py.typed
new file mode 100644
index 00000000000..8b137891791
--- /dev/null
+++ b/torchvision/py.typed
@@ -0,0 +1 @@
+