Gender and Age Prediction using Keras Tensorflow | Deep Learning | Python

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⭐️ Content Description ⭐️
In this video, I have explained about gender and age detection using keras and tensorflow. This project consists of both classification and regression. A CNN model will predict the age and gender using the facial image of the person.
(Note: Updated code is available in GitHub and website, if you encounter any issues)

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🕒 Timeline
00:00 Introduction to Gender and Age Prediction
02:25 Import Modules
05:45 Load the UTKFace Dataset
11:47 Exploratory Data Analysis
19:03 Feature Extraction from Images
25:28 CNN Model Creation
35:40 Train the Model
38:51 Plot the Model Results
44:43 Prediction with Test Images

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Hey Hackers,
If you face any issues while executing the code, please use the updated code in GitHub/Website.

Happy Learning!!!

HackersRealm
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It’s very helpful. Thank you so much ❤

VanNguyen-ypcd
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Thank you. This was a really helpful video.

ezio
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Amazing video but sir can you plzz guide how can we predict any image age and gender with image path or any other method which is outside the dataset.

amberbibi
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Nice video, well explained, clean code.. Thank you ^^

ThreeTrollsGaming
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Hello! Thank you for the video. I was just wondering why didn't we look at the accuracy for the age?

aeternam
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Hi great video!
Can you do a video (or just upload the code) with Transfer learning from a VGG-16 network, and combining 2 datasets (for example UTKFace and IMDB-WIKI). That would improve significantly the final results right?
Thanks

queroouvirmusica
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Hi nice video!
But I have a question(why is the val_age_out_accuracy too low?). Thanks for your great video!

tuanpm
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@HackersRealm
How to predict age and image with using camera and without using sample data like if i want to predict someone age and gender simply i will open this project and run camera will on and on screen age gender and emotion are printed

comedy_lover
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Very good video .
Bro please provide paper or some website regarding to it .

parimalatamanampudi
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How can i predict the age and gender for an image inserted by the user by taking the image as an input from the user?

nishitabajaj
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is there any chance we can do same task with 10 fold cross validation can you help me with that i am stuck

shahzadmukhtar
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hey sir please reply asap if i want to predict only the age and gender and not to print the orginal ones what changes should i do get the result

jxqthrv
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Can I put pictures of other people in and let the system recognize their age?

thaomy_
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Hello
I am implementing this project as my majors in University but facing some issues and need your assistance is their any way we can connect either on linkedIn or on Discord.
This will really help me ace my clg majors project
Regards
Rishabh

rishabhbhambani
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Great video dude!
But I have a question, is it feasible to use model from this tutorial to deploy it into Rasp Pi 4 for real time-image detection?

halfaruqy
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Bro logic buliding kese increase karo plz tell
Every time I start to solve any medium or tricky question I feel like I m trying to move a wall useless

adityachoudhari
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I am not able to take Base_Dir link, can you please explain me about it ?

varshapandey_daily_lifestyle
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can i know the software what you are using to run program

krishnakrrish
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in which platform you are running the python

romithas
visit shbcf.ru