The face of Security Guards detect system via Line application with Image Processing technique

Authors

  • Somsak Donphainen Information Technology Faculty of Science and Technology, Nakhon Pathom Rajabhat University
  • Supakit Nakpomchin2 Information Technology Faculty of Science and Technology, Nakhon Pathom Rajabhat University

Keywords:

Line application, Image processing, Google Teachable, Face detection, Line API, Chatbot

Abstract

The face of Security Guards detect system via Line application with Image processing technique was create for increase feature of Line application. This technique is assisted Line application for analyze people face with simple steps. The technic has consisted 3 Modules.The first module is teaches dataset of guard faces from Google Teachable Machine. The second module is Line API messaging for exchange data between user’s message and Input/Output of system. The last module is Node-RED for combine all module and assists to control connection between Google Teachable and Line messaging server are processing. The method for checking accuracy of sample group with 5 people. Its using 10 pictures per person by took photo at office hours. The result of accuracy has maximum rate at 83.80 percent and minimum rate at 63.08 percent.

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Published

2022-12-08

How to Cite

Donphainen, S. . ., & Nakpomchin2, S. . . (2022). The face of Security Guards detect system via Line application with Image Processing technique. Science Journal, Chandrakasem Rajabhat University, 32(2), 80–86. retrieved from https://ph03.tci-thaijo.org/index.php/scicru/article/view/379