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C++ implementation of MVT Tracker using the MNN framework

Dependencies

  • OpenCV 4.8.0
  • MNN (Related header files and the libMNN.so are already presented in the third_party/ folder)
  • Download the pretrained model from here and place it under model/ folder

Build

$ mkdir build && cd build
$ cmake ..
$ make

Run

$ cd build
$ ./mvt_demo [model_path] [video_path]

For example,

./mvt_demo ../model/MobileViT_Track_ep0300.mnn ../data/input/

Single vs Multi-thread fps evaluation

To-Do

  • GPU-based inference

Acknowledgements