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Assembly Checker(Mobilenetv2-ssdlite + BayesianOptimization)

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Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
lrmodel/MobileNetSSD		lrmodel/MobileNetSSD
35a55-42c6i.gif		35a55-42c6i.gif
LICENSE		LICENSE
README.md		README.md
bayes_assemble.ipynb		bayes_assemble.ipynb
main.py		main.py

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Baysian Optimization Assembly Checker

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).

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Assembly Checker(Mobilenetv2-ssdlite + BayesianOptimization)

machine-learning deep-learning dtw kalman-filter handtracking mobilenetv2-ssdlite bayesianoptimization gpyopt

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