This is a MATLAB re-implementation of Faster R-CNN, a seminal deep learning object detection framework. It uses a Region Proposal Network (RPN) combined with an Object Detection Network, with shared convolutional layers enabling fast inference. The system achieves real-time object detection on visual data and was developed by Microsoft Research researchers.