diff --git a/.gitmodules b/.gitmodules
new file mode 100644
index 0000000000000000000000000000000000000000..552287bdd9064d82a9bd1d27e104ed73b9afaa66
--- /dev/null
+++ b/.gitmodules
@@ -0,0 +1,3 @@
+[submodule "entcl/models/dinov2"]
+	path = entcl/models/dinov2
+	url = https://github.com/facebookresearch/dinov2
diff --git a/entcl/models/dinov2 b/entcl/models/dinov2
new file mode 160000
index 0000000000000000000000000000000000000000..e1277af2ba9496fbadf7aec6eba56e8d882d1e35
--- /dev/null
+++ b/entcl/models/dinov2
@@ -0,0 +1 @@
+Subproject commit e1277af2ba9496fbadf7aec6eba56e8d882d1e35