The present invention discloses a dual-view intelligent X-ray security inspection device, which comprises a frame, a channel plate, an inlet lead curtain and an outlet lead curtain. The channel plateis installed on the frame to form a conveying channel; the inlet lead curtain is arranged at an inlet end of the conveying channel; the outlet lead curtain is arranged at the outlet end of the conveying channel; a first X-ray source is arranged a the outer right side of the conveying channel; and a second X-ray source is arranged at a position below the conveying channel near the inlet lead curtain. By setting the dual-view X-ray source, the security inspection device has a dual-view X-ray imaging system; two images with different angles of an inspected object can be formed; automatic detection is performed based on the deep learning algorithm; and the detection accuracy of dangerous goods is improved. At the same time, the security inspection device is provided with an identification cardreader, which can collect the information of various items containing a sensing chip in an inspected package of a passenger; the identity of the passenger can be verified according to the carried items and the security is improved.