Face Detection Machine Learning Project | Computer Vision Beginner Project for Resume | Project#3

🔥 Complete Face Recognition Project on Building Access Control, based on a dummy Business Case. We are using HOG for image feature extraction, PCA for dimensionality reduction and SVM for classifications.

Face Recognition based Access Control System offers completely contactless and fully automated security check process, that is the need of the hour to prevent spread of infectious diseases.

Happy learning!

🔥 Sections:

00:00 Introduction
01:17 Client's Business Case
05:13 Solutioning Intuition
07:00 HOG Intuition
18:03 PCA Intuition
22:11 SVM Intuition
25:40 ML Model Building
38:15 Solution Delivery to Client

🔥 Resources:

Google drive link:
https://drive.google.com/drive/folder...

Getting started with Google Colab:    • Get started with Google Colab | How t...  

Padding in Images: https://machinelearningmastery.com/pa...


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