This repository is the official implementation of "PIS-NAS: Pyramid Information System-Based Neural Architecture Search for Object Detection".

Abstract: This paper proposes a system integration and optimized hardware acceleration design for the lightweight YOLOV3 model in the object detection network architecture, including the Convolution ...

The architecture diagram for the consistency detection network. The overall architecture of consistency detection comprises two pathways: the point cloud object detection pathway and the image object ...

Evolution of Object Detection Algorithms ... install Caffe* optimized for Intel® architecture with the Intel® Math Kernel Library 2017 on Ubuntu*-based systems. Please refer to the git* clone ...