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Multi-Object Tracking Use Deep Reinforcement Learning

Install

  • Test on (ubuntu 14.04 and ubuntu 16.04) 64bit, MATLAB 2017a and MATLAB 2018a, use Cuda-8.0 and NVIDIA GTX 1080 TI.
  • Run adnet_compile.m to compile MatConvNet.
  • modify train data path: utils/get_benchmark_path.m
  • 'models/imagenet-vgg-m-conv1-3.mat' copy from [MDNet]

Run tracking

  • run adnet_demo.m.

Other

Prospect

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使用深度强化学习进行多目标跟踪

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