An image background plays a pivotal role in creating a lasting impact in the minds of the potential audience. By removing unflattering backgrounds and eliminating the flaws and distortions, it is possible to give a rather clean and refreshing appearance to the product images. The intent is to remove image backgrounds in order to make the product images free from all kinds of undesired distractions thereby allowing the potential audience to focus mainly on the product.