Hardware Requirement Type of Sensor: LiDAR: Capturing Road Users Precisely and Anonymously Laser-based LiDAR technology provides detailed and reliable 3D information that makes it easy to distinguish between different road users. And while it is possible to classify objects using the 3D point cloud into pedestrians, cars, cyclists, etc., individual identification is not possible, therefore protecting the privacy of road users. In addition, LiDAR sensors can reliably collect information even in difficult weather and lighting conditions. Darkness, dust, or fog do not bother the technology. Moreover, using the position and object classification and information, the sensors also record speeds, which can help analyze traffic flow or the causes of traffic jams. LiDAR can also help construct high definition city maps for traffic prediction and suggests alternate routes. This data can be then used to smartly manage road signals and provide timely traffic prediction, which not only reduces traffic jams but also cuts down smoke emissions from vehicles by a significant amount. Type of Camera: CCTV cameras: usually disguised and located on masts at the side of the road, designed to monitor traffic levels on the motorway and trunk road network ANPR Cameras: usually found on gantries and overhead bridges, is a technology that uses optical character recognition on images to read vehicle registration plates Server Hardware Requirements . • Processor: Minimum 1 GHz; Recommended 2GHz or more • Ethernet connection (LAN) OR a wireless adapter (Wi-Fi) • Hard Drive: Minimum 500 GB; Recommended 1 T or more • Memory (RAM): Minimum 8 GB; Recommended 32 GB or above