shinmura0/BayesAssemble

Assembly Checker(Mobilenetv2-ssdlite + BayesianOptimization)

Baysian Optimization Assembly Checker

Environment

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

How to use

Library

• OpenVINO
• dtw
• pykalman
• GPy
• GPyOpt

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).