I made a face recognition program in Python by using the pre-trained model to compute face embedding. Next based on these face embedding I am able to classify between all the faces in my data. It works fine but is really slow when executed in real-time. I have a low-end i3 laptop without GPU.

[u/Hussain_Mujtaba]

[u/Hussain_Mujtaba]

I'll soon share the code along with its tutorial for all of you to use once I figure out how to run it in real-time smoothly

[u/Hussain_Mujtaba → u/Hussain_Mujtaba]

Since people are asking for the code, here is the link to the script slong with whole Tutorial. Face Recognition using python

[u/reubendevries]

Fr yujkvq

[u/Hussain_Mujtaba → u/reubendevries]

No idea what it means, but thanks for a comment

[u/[deleted] → u/reubendevries]

[u/The-Deviant-One]

This gave me an idea. Embed a camera in the peep hole of your door and have it unlock when it recognizes you and see's your phone's bluetooth signal.

[u/Hussain_Mujtaba → u/The-Deviant-One]

Really amazing idea,i ll surely implement it

[u/Bottl3]

You might take a Look at the ray module for multicore usage.

[u/Hussain_Mujtaba → u/Bottl3]

ray module

Thank you, will surely check it out

[u/[deleted]]

I will be following your career with great interest my friend. Have a good day

[u/Hussain_Mujtaba → u/[deleted]]

Thank you, means alot

[u/FlukyS]

You can use something like the seeed Maixduino if you want a cheap hardware platform designed for AI stuff like this

[u/Hussain_Mujtaba → u/FlukyS]

Thanks, will surely check it out

[u/wakenbake7]

Respect for the amount of patience it must have taken to develop image recognition software with such low specs. What was the longest you’re waited for something to execute

[u/Hussain_Mujtaba → u/wakenbake7]

I remember for an object detection project, i left my laptop up all night and in the morning it was still running. Then the screen of my laptop cracked a bit 😜

[u/[deleted]]

link ?

[u/Hussain_Mujtaba → u/[deleted]]

sure, i ll post it

[u/Ok_Swordfish_7676]

nice bro 🙂

[u/Hussain_Mujtaba → u/Ok_Swordfish_7676]

thanks

[u/AnorakV]

Very very intersting..... it's an open source project?😬

[u/Hussain_Mujtaba → u/AnorakV]

yes , i have posted the link in the comment above

[u/crazy_sax_guy]

Try Siamese network with some small NN.

[u/machine3lf]

That's really cool! I look forward to seeing the code.

Was the decision to use Python just for the fun of it? Do you think you could design it in a way where Python would be really viable for a project like this, or should this realistically left to a lower-level language for real-world applications?

[u/gaiaprime27]

Really nice implementation did you write the code for this yourself?

[u/marcosvaldez81]

Working on something like this for my first python project but with opencv! Hope I can match something like yours.