Relation Networks for Object Detection

CVPR 2018 Han Hu • Jiayuan Gu • Zheng Zhang • Jifeng Dai • Yichen Wei

Although it is well believed for years that modeling relations between objects would help object recognition, there has not been evidence that the idea is working in the deep learning era. All state-of-the-art object detection systems still rely on recognizing object instances individually, without exploiting their relations during learning. This work proposes an object relation module.

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