Container ID Recognition System consists of a container number image capture terminal, a container number image identification algorithm, and a container number identification system management platform. The system uses the front-end Al inteligent camera to capture and recognize the container number, the identification result is automatically pushed to the system management platform to achieve remote management of container number identification at the checkpoint. The system includes functions such as multi-type number identification multi-type container identification, equipment operation data statistics, container number identification datastatistics, real-time business data push, and real-time lane monitoring. It realizes efficient vehicle clearance intelligent container number identification, and unmanned checkpoints.