Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
At a glance
Shared neural-network processing made locating and identifying objects faster with Faster R-CNN.
In one paragraph
Faster R-CNN uses a neural network to suggest where objects are likely to appear, then identifies them. Both stages share image-processing features, removing a costly separate step in earlier detectors. This made accurate object detection fast enough for near-real-time use.