diff --git a/tests/test_dataloaders.py b/tests/test_dataloaders.py
index 5e2a701..dc2ce62 100644
--- a/tests/test_dataloaders.py
+++ b/tests/test_dataloaders.py
@@ -1,5 +1,6 @@
 import pytest
 import torchxrayvision as xrv
+from skimage.io import imread, imsave
 
 dataset_classes = [xrv.datasets.NIH_Dataset,
                    xrv.datasets.PC_Dataset,
@@ -45,3 +46,21 @@ def test_dataloader_merging_incorrect_alignment():
         
     assert "incorrect pathology alignment" in str(excinfo.value)
     
+    
+def test_resize():
+    
+    for filename in ["16747_3_1.jpg", "covid-19-pneumonia-58-prior.jpg"]
+        img = imread(filename)
+        img = xrv.datasets.normalize(img, 255)  
+
+        # Check that images are 2D arrays
+        if len(img.shape) > 2:
+            img = img[:, :, 0]
+
+        # Add color channel
+        img = img[None, :, :]    
+
+        resize_ski = xrv.datasets.XRayResizer(100, engine="skimage")
+        resize_cv2 = xrv.datasets.XRayResizer(100, engine="cv2")
+
+        assert(np.allclose(resize_ski(img),resize_cv2(img)))