Gender Detection using CNN, Python, Keras, OpenCV | Detect gender & faces on real-time video streams

In this Python programming video, we will learn how to build a Gender Detector using Keras, Tensorflow, and OpenCV. We will also see how to apply this on a Live Video Camera.

Face region is cropped by applying face detection using cvlib package on the images.
This is a very beginner friendly project and try to use Anaconda Terminal to install the dependencies and running the model. Feel free to play around with the code, change the parameters and come up with better accuracy. Let me know the changes in the comment section.

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#python #GenderDetection #keras #tensorflow #opencv

[Neektine]

THANK YOU! For not just grabbing an already available model and call it a "tutorial"

[akrana]

The code is so clean and precised. Praise to you for explaining it in such easy way. If possible please make some video on image segmentation (medical use), thanks.

[rajkumarmaity]

thank you sir for such video, this video is so clean and easily understandable, and sir please post this kind of video in the future so that we can understand any concept from the root.

[shashankjois]

Please keep uploading these type of vedios, ,,, We always support you

[rajalakshmirajalakshmi]

Sir supr sir....Super Explanation with Coding...But, Where you do this Coding?

[photorealm]

This code worked with zero changes in 3 minutes up and running (even on windows). How often does that happen :) Great work thank you for sharing.

[brianthomas]

Thank you soo much Balaji, one of the best explanations even gotten to see!!!!

[muskaanvyas]

Thank you so much it really really helped me in my project. You have such a great work. Keep posting and spreading knowledge thank you sir

[sandeepkumaar]

Amazinflg bro ur work helped my assignment 🙂🙂

[solveunsolvable]

sir could u please specify the requirements that needed to be installed in a seperate file as if u did in the last video

[purplehouse]

wonderful video and surely it solved my problem

[SANJAYROKA]

I have subscrived to your channel wonderful all please upload more video in deep learning image classification object detection in image and video behaviour Video

[gokulsrinath]

Really good bro!! I watched the whole video without skipping, it was very good.
I have a doubt, how do you determine no. Of conv2d layers & its size for your model?
And about batch normalization you said it depends on the model you're working.so, what all scenario should i consider using batch norm?
Would really appreciate if you could help me with this!!
Thankyou

[Display]

Sir in this project requirement.txt file not there please give me

[desikristiyani]

what CNN architecture are you used Sir? Thank you

[zainabhassan]

Hello,

I can't seem to download the file. I'm really in need of it for my project.

[Nithin_]

My webcam sometimes Not responding how can i solve the problem. but the cam working good.the recognition is strucked sometimes. please help

[devinpython]

hello @Balaji srinivasan hope you are doing could you please tell why are you using sublime text instead of jupyter notebook

[raghulsubramani]

DLL load failed while importing _pywrap_tf2: A dynamic link library (DLL) initialization routine failed. this error occurs sir while compling the code but i installed all the libraries correctly

[shanmukhabhiram]

hello i was trying training program i downloaded every thing from gethub link i deleted the model in the downloaded folder and wanted to train it again as the training completes the model is being saved as a folder can you help me how to make it as an normal model file