Taipei Traffic Density Network for Traffic Analysis

In this project, we built an FCN-style neural network, Taipei Traffic Density Network (TTDN), for analyzing urban traffic. The network generates density maps of vihecle counts from road-side cameras which are usually low-frame-rate, low resolution and low contrast. We use this network to estimates real-time traffic counts of Taipei City, Taiwan.