Age Detection using CNN | Deep Learning | Crazy Accuracy!!
🔥 Howdy, data scientist! With this age detection model, we are asking a computer to do what a human could anyway do, but at insane scale. So, we would need to put a lot of our human sense into the model we would develop.
During the course of this video, you shall get a first hand sense of how a data scientist thinks and works towards solving a technical problem of this scale and complexity.
Simply put, we wish to build a highly accurate age detection model that takes human image as input, and returns a probable age range for the subject in that input image. We are using Convolutional Neural Network based Deep Learning for model training.
🔥 Resources:
Skillcate Toolkit Link: https://drive.google.com/drive/folder...
Age, Gender, Emotion Detection Project: • Age, Gender & Emotion Detection Project us...
Face Recognition Project: • Face Detection Machine Learning Project | ...
TowardsDataScience Prerak Aggarwal Article Link: https://towardsdatascience.com/age-de...
Data Augmentation Link: https://towardsdatascience.com/image-...
CNN Architecture Link: • Simple explanation of convolutional neural...
🔥 Sections:
00:00 Introduction
02:12 Finding the right dataset
04:05 Sketching out a plan
09:17 ML Model Building
20:55 Use Cases & Applications
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Website: https://www.skillcate.com
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