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A small-scale flask server facial recognition system, using a pre-trained facenet model with real-time web camera face recognition functionality, and a pre-trained Multi-Task Cascading Convolutional Neural Network (MTCNN) for face detection and cropping.

License: MIT License

Python 93.81% HTML 6.19%
face-recognition face-detection facenet web-camera mtcnn stored-embedding euclidean-distance tensorflow opencv-python

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facenet-realtime-face-recognition's Issues

Can i change the source from webcam to RTSP IP camera?

When i change cap = WebcamVideoStream(src=0).start() to cap = cv2.VideoCapture("rtsp://192.168.150.79:11083") and run the code, it says src is not a numerical tuple ERROR:flask.app:Exception on /live [GET]

what should i do?

live detection

Hello,

It s recognizing the faces from the phone also. To do real time recognition what we have to. plz suggest that.

Thanks

cannot host in server with mod_wsgi

Hi I added all the dependencies and when i run python server.py, it works perfectly, but when i host it in server and run home page is loaded and when i try to train image or do a prediction it gives error as pnet is not defined. Following is the server setup
apache, mod-wsgi, and all python dependencies as mentioned in ur site,
Any help would be appreciated

Regarding login with face recognition

Hi Tamer,

      Thank you very much for your contribution of Face-Recognition project on Github. Can we use this face recognition algorithm at the login page. I am new to this Ml please suggest me how to approach for login face recognition.

Thanks.

NameError: name 'pnet' is not defined

When I run the server.py, the page loads correctly. But, when I upload a pic and click on submit, "NameError: name 'pnet' is not defined" appears. I am running in CPU mode, and I have installed all the required libraries in a virtualenv running on python 3.6.8.
Kindly help @tamerthamoqa
Thanks in Advance.
FireShot Capture 010 - NameError_ name 'pnet' is not defined __ Werkzeug Debugger - 127 0 0 1

Add ipcam and stream on web page

Hi,
Great work I really like that I m just enthusiastic about ML , can you give me advice how I can add ipcam (multiple if possible) and stream on web page.
Thnx

Illegal Instruction

After sometimes, I try to run this repo again. it says "Illegal Instruction"

  • Serving Flask app 'server.py' (lazy loading)
  • Environment: production
    WARNING: This is a development server. Do not use it in a production deployment.
    Use a production WSGI server instead.
  • Debug mode: off
    Illegal instruction

is it because tensorflow not support again?

Live crash on Mac OS

When trying to use the live feature, the video does not open and the app crashes. On a MacOS (10.14.5)

The log outputs:

*** Terminating app due to uncaught exception 'NSInternalInconsistencyException', reason: '+[NSUndoManager(NSInternal) _endTopLevelGroupings] is only safe to invoke on the main thread.'

Any idea?

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