Alternatives and detailed information of SPM-Tracker

microsoft / SPM-Tracker

Licence: MIT License

This is the implementation of CVPR'19 paper "SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking"

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python

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Cuda

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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: https://github.com/pytorch/pytorch/pull/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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