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Non-maximum suppression for object detection in a neural network

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Learning non-maximum suppression for object detection

This is the code for the paper
Learning non-maximum suppression. Jan Hosang, Rodrigo Benenson, Bernt Schiele. CVPR 2017.

You can find the project page with downloads here: https://mpi-inf.mpg.de/learning-nms

Setup

Run make to compile C++ code and protobufs.

Link to the coco API in the root directory, like so:

/work/src/tf-gnet$ ln -s /work/src/coco/PythonAPI/pycocotools

Link to coco annotations/images in the data subdir:

/work/src/tf-gnet/data$ ln -s /datasets/coco

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Non-maximum suppression for object detection in a neural network

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  • Python 71.3%
  • C++ 21.6%
  • Cuda 5.7%
  • Other 1.4%