Understanding CNN in Deep Learning: Convolutional Neural Networks Explained

What is CNN in Deep Learning?

In this video, we understand what is CNN in Deep Learning and why do we need it.

CNN (or Convolutional Neural Network) is the building block of all Computer Vision applications. Applications like self-driving cars, object recognition, face recognition, etc.

There is a limitation of simple Neural Networks when it comes to dealing with images. They become extremely slow at training and processing images. And the number of parameters to train will also be very large.

So, to overcome this limitation, we use Convolutional Neural Network In deep learning.

Watch the video till the end to understand what is CNN in deep learning.

➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖

Timestamp:
0:00 Intro
1:27 Drawback of ANN
3:12 Convolutional Neural Network
5:34 End

➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖

Follow my entire playlist on Convolutional Neural Network (CNN), because I provide a very detailed mathematical explanation about every model, along with practical implementation.

📕 CNN Playlist: https://www.youtube.com/watch?v=E5Z7FQp7AQQ&list=PLuhqtP7jdD8CD6rOWy20INGM44kULvrHu

At the end of some videos, you will also find quizzes that can help you to understand the concept and retain your learning.

➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖

✔ Complete Neural Network Playlist: https://www.youtube.com/watch?v=mlk0rddP3L4&list=PLuhqtP7jdD8CftMk831qdE8BlIteSaNzD

➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖

✔ Complete Logistic Regression Playlist: https://www.youtube.com/watch?v=U1omz0B9FTw&list=PLuhqtP7jdD8Chy7QIo5U0zzKP8-emLdny&t=0s

✔ Complete Linear Regression Playlist: https://www.youtube.com/watch?v=nwD5U2WxTdk&list=PLuhqtP7jdD8AFocJuxC6_Zz0HepAWL9cF

➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖

If you want to ride on the Lane of Machine Learning, then Subscribe ▶ to my channel here: https://www.youtube.com/channel/UCJFA...