https://github.com/ashutoshdongare/facenet-iot

IOT implementation for FaceNet project by David Sandberg https://github.com/davidsandberg/facenet
https://github.com/ashutoshdongare/facenet-iot

face face-recognition facenet iot video video-streaming

Last synced: about 2 months ago
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IOT implementation for FaceNet project by David Sandberg https://github.com/davidsandberg/facenet

• Host: GitHub
• URL: https://github.com/ashutoshdongare/facenet-iot
• Owner: AshutoshDongare
• Created: 2018-05-06T11:28:18.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2018-05-07T04:23:12.000Z (over 6 years ago)
• Last Synced: 2023-10-19T19:27:01.011Z (over 1 year ago)
• Topics: face, face-recognition, facenet, iot, video, video-streaming
• Language: Python
• Size: 10.7 KB
• Stars: 18
• Watchers: 4
• Forks: 7
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

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README

        
# FaceNet-IOT

IOT implementation for FaceNet project by David Sandberg https://github.com/davidsandberg/facenet

This code takes base FaceNet solution and builds IOT for continuous face recognition by looping through below steps 

1) Take a snap

2) Identify and align faces using MTCNN

3) Invoke Facenet to recognize face

4) Print result of recognized faces

5) Start over

It takes less than 0.5 seconds for each frame to process and recognize faces on a high end personal laptop which is expected performance for surveillance or identity and access control type of solutions

Add IOT-FaceReco.py python file to /src/align

You may want to first go through https://github.com/davidsandberg/facenet in detail to set up trained model to identify your custom set of faces and use this sample to run IOT on that. 

Please email me if you need more details / help knowing IOT with Facenet