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Research paper

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.

Authors 4

  1. Shaoqing Ren
  2. Kaiming He
  3. Ross Girshick
  4. Jian Sun