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In this paper, we introduce a new platform for integrated development of visual surveillance algorithms, named as PIL-EYE system. In our system, any functional modules and algorithms can be added or removed, not affecting other modules. Also, functional flow can be designed by simply scheduling the order of modules. Algorithm optimization becomes easy by checking computational load in real time. Furthermore, commercialization can be easily achieved by packaging of modules. The effectiveness of the proposed modular architecture is shown through several experiments with the implemented system.