For an image compression example which can be used directly in teaching, see my answer at [What is the intuition behind SVD?](https://stats.stackexchange.com/questions/177102/what-is-the-intuition-behind-svd/179042#179042).  

I hope this example also serves to give some interesting insights into the svd!