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spm-tracker's Introduction

SPM-Tracker

This is an inference-only implementation of SPM-Tracker

  • SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking, CVPR 2019

Installation

Prerequisite Lib

  • Python3 is required for this project.

  • You should install PyTorch and Torchvision lib firstly. The installation can refer to official repo https://pytorch.org/ .

  • The other Python dependences can be installed by pip.

pip install -r requirements.txt

Compile Cython Extensions

Some components are written in Cython & CUDA. It's necessary to manually compile them.

bash compile.sh

Known issue for torch >= 1.0.0 on Win32 platform: the MSCV compiler cannot handle #warning, see this pull request: pytorch/pytorch#20484

Demo

  • tools/track_video.py shows an example to track a video

You may just simply call

python tools/track_video.py --video data/demo/boy.avi --cfg configs/spm_tracker/alexnet_c42_otb.yaml

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