diff --git a/src/dvclive/plots/image.py b/src/dvclive/plots/image.py
index f914d921..49204cab 100644
--- a/src/dvclive/plots/image.py
+++ b/src/dvclive/plots/image.py
@@ -15,10 +15,13 @@ def output_path(self) -> Path:
 
     @staticmethod
     def could_log(val: object) -> bool:
-        if val.__class__.__module__ == "PIL.Image":
-            return True
-        if val.__class__.__module__ == "numpy":
-            return True
+        acceptable = {
+            ("numpy", "ndarray"),
+            ("PIL.Image", "Image"),
+        }
+        for cls in type(val).mro():
+            if (cls.__module__, cls.__name__) in acceptable:
+                return True
         if isinstance(val, (PurePath, str)):
             return True
         return False
diff --git a/tests/plots/test_image.py b/tests/plots/test_image.py
index 22eb97ef..8a277dc3 100644
--- a/tests/plots/test_image.py
+++ b/tests/plots/test_image.py
@@ -6,6 +6,15 @@
 from dvclive.plots import Image as LiveImage
 
 
+# From https://stackoverflow.com/questions/5165317/how-can-i-extend-image-class
+class ExtendedImage(Image.Image):
+    def __init__(self, img):
+        self._img = img
+
+    def __getattr__(self, key):
+        return getattr(self._img, key)
+
+
 def test_pil(tmp_dir):
     live = Live()
     img = Image.new("RGB", (10, 10), (250, 250, 250))
@@ -82,3 +91,12 @@ def test_cleanup(tmp_dir):
     Live()
 
     assert not (tmp_dir / live.plots_dir / LiveImage.subfolder).exists()
+
+
+def test_custom_class(tmp_dir):
+    live = Live()
+    img = Image.new("RGB", (10, 10), (250, 250, 250))
+    extended_img = ExtendedImage(img)
+    live.log_image("image.png", extended_img)
+
+    assert (tmp_dir / live.plots_dir / LiveImage.subfolder / "image.png").exists()