The invention innovatively discloses a device for transacting automatic-transportation fast-delivery cargo packages through a network and an intelligent operation system on the basis of big data artificial intelligence management of a deep learning algorithm. The device comprises a grid service site, an intelligent machine group, a detection, sorting and storage device system, a transportation anddelivery device system and a network operation system. Through entire-city point distribution, convenient, efficient and intelligent unmanned express logistics business reception, efficient cargo package transportation and delivery, and intelligent machine delivery and handover, a brand-new intelligent express logistics operation manner is realized to adapt to the modern development tendencies ofthe internet of things and the artificial intelligence technology, push the technical application of the artificial intelligence technology in the express logistics industry, and better satisfy various living demands of people for shopping and the like in allusion to the social states such as population aging, labor force decrease and labor cost increase in the future society and living environment.