Update README.md

README.md

@@ -13,6 +13,11 @@ This is the NYU DepthV2 dataset, converted into the webdataset format. https://h
 
 I shuffled both the training samples, and the validation samples.
 
+I also cropped 16 pixels from all sides of the image, and depth image. I did this because there is a white border around all images.
+
+This is an example of the border artifacts in the images:
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6424d3394191f56e07324282/Ll0lkte1-x9ZAEwR6dMvI.png)
+
 ## Dataset Details
 
 ### Dataset Description