In this paper, we will introduce an under-developed experimental platform for technology development and demonstration, we call it as a ”Smart-Space”. Based on the computer vision technology, this platform integrates a security surveillance system and our developed vision technologies such as ”face recognition”, ”object detection and tracking”, etc. The ”Smart-Space” shows the power of the automatic surveillance system and the intelligent services in the smart room after adding the computer vision technology. Meanwhile, the ”Smart-Space” provides us with a testing and verification environment for developing more computer vision technology.