About the frame rate problem of crossroad_camera_demo

I am using FPGA AI Suite to run crossroad_camera_demo in OpenVINO. The models I use are: person-vehicle-bike-detection-crossroad-1016 person-attributes-recognition-crossroad-0230 person-reiden...