The virtual fitting room is an AI solution for online fashion websites aiming to a better shopping experience for the online shoppers when they can fit the cloth before buy, therefore reduces return items. With the list of clothing items is ordered accordingly each customer size, the online shopper can now see they wearing the clothing rather than a stranger model on the preview image. That personal shopping experience reduces the time of online shopper, boost the sell of the shop owner. By using cutting edge AI technology and web technology, our solution is not only focused on experience but also privacy and scalability.