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mpm's Introduction

MPM: Motion and Position Map

Genarate sample MPMs

Arguments

  1. tracklet path
  2. sample image path
  3. output directory path

Example

$ python3 mpm_genarator.py sample/sample_tracklet.txt sample/sample_img/000.png sample/output --intervals 1,3,5

Train MPMs

Arguments

  1. epochs
  2. batch size
  3. dataset directory path

Example

$ python3 mpm_train.py 100 40 sample/train

Track cells

coming soon

Citation

If you find the code useful for your research, please cite:

@inproceedings{Hayashida2020MPM,
  author = {Hayashida, Junya and Nishimura, Kazuya and Bise, Ryoma}
  title = {MPM: Joint Representation of Motion and Position Map for Cell Tracking},
  booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = {June},
  year = {2020}
}

mpm's People

Contributors

junyahayashida avatar junya-hayashida avatar

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