The Object Search team aims to develop fast and accurate search algorithms for different types of objects. Most of these object search algorithms are designed to be domain specific for the sake of accuracy, and they will then be integrated to our Media Cloud Platform to provide the users with real time object search services. Fig. 1 shows the basic diagram of the object search. During the query, the user provides the query images as well as the domain information. If possible, some user assistance (e.g., cropping the object out of a cluttered background) might be necessary to further improve the accuracy. Upon receiving the user’s query, the search engines will be run on the cloud platform to get the results of the search.