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toys_goturn's Introduction

Toys_GOTURN

This contains implementation of customized goturn with (20fps or ~50ms speed on gtx1080).

The purpose of it is to detect:

  • Shifting of the previous rectangle
  • Redraw the current location of the shifting rectangle

The assumption of it is that:

  • We have the current center rectangle location (mask_inp) and previous rectangle location (mask_gt)

How To Use it:

  • Open and inspect main_train.py
  • If you want to train, then uncomment the adjust_mask.train
  • If you want to detect, then just run the code with python3 main_train.py

Dependencies

  • Pytorch 1.3 ++
  • time
  • Matplotlib
  • Numpy
  • PIL
  • os
  • CV2

Contact ME

For further info, please use issues or contact me directly through issues, thank you.

Task List

  • Build Customized GoTurn with Resnext101
  • Build random point location of rectangle as dataset
  • Validate training and testing
  • Push on github

toys_goturn's People

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