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Assembly Checker(Mobilenetv2-ssdlite + BayesianOptimization)

License: MIT License

Jupyter Notebook 91.03% Python 8.97%
mobilenetv2-ssdlite handtracking bayesianoptimization gpyopt dtw kalman-filter machine-learning deep-learning

bayesassemble's Introduction

Baysian Optimization Assembly Checker

gif1

Environment

  • Raspberry Pi 3 model B (or PC)
  • USB camera
  • NCS2 or Movidius

How to use

Library

Procedure

  • Download this repository
  • Command as follows
  • python3 main.py -wd 640 -ht 480 -vidfps 15
  • Push [m] to record train data.
  • Push [e] to finish recording.
  • Push [s] to record test data.
  • Push [e] to finish recording.
  • Result is saved as [result_1.avi] in the folder.

Click here for details(Japanese).

bayesassemble's People

Contributors

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