diff --git a/tests/python/gpu/test_gluon_transforms.py b/tests/python/gpu/test_gluon_transforms.py
index c7afc762bd80..3760c57523f0 100644
--- a/tests/python/gpu/test_gluon_transforms.py
+++ b/tests/python/gpu/test_gluon_transforms.py
@@ -69,4 +69,14 @@ def test_normalize():
     # Invalid Input - Channel neither 1 or 3
     invalid_data_in = nd.random.uniform(0, 1, (5, 4, 300, 300))
     normalize_transformer = transforms.Normalize(mean=(0, 1, 2), std=(3, 2, 1))
-    assertRaises(MXNetError, normalize_transformer, invalid_data_in)
\ No newline at end of file
+    assertRaises(MXNetError, normalize_transformer, invalid_data_in)
+
+
+@with_seed()
+def test_resize():
+    # Test with normal case 3D input
+    data_in_3d = nd.random.uniform(0, 255, (300, 300, 3)).astype('uint8')
+    out_nd_3d = transforms.Resize((100, 100))(data_in_3d)
+    data_in_4d_nchw = nd.moveaxis(nd.expand_dims(data_in_3d, axis=0), 3, 1)
+    data_expected_3d = (nd.moveaxis(nd.contrib.BilinearResize2D(data_in_4d_nchw, 100, 100), 1, 3))[0]
+    assert_almost_equal(out_nd_3d.asnumpy(), data_expected_3d.asnumpy())
diff --git a/tests/python/unittest/test_gluon_data_vision.py b/tests/python/unittest/test_gluon_data_vision.py
index 154edb866730..0bfaa78b243c 100644
--- a/tests/python/unittest/test_gluon_data_vision.py
+++ b/tests/python/unittest/test_gluon_data_vision.py
@@ -67,6 +67,7 @@ def test_normalize():
     normalize_transformer = transforms.Normalize(mean=(0, 1, 2), std=(3, 2, 1))
     assertRaises(MXNetError, normalize_transformer, invalid_data_in)
 
+
 @with_seed()
 def test_resize():
     def _test_resize_with_diff_type(dtype):