SENAD Automatic Vision Parcel Singulator of High-efficiency is a system based on deep learning algorithm, 3D target segmentation algorithm, mechanical motion control algorithm, etc., with intelligent cameras, and 3D cameras achieving the parcel buffering, position detecting, separation when the packages are stacked, so that packages can be separated one by one to pass on the conveyor belt. It has solved the problem of additional sorting arising from the peak season in logistics.