What is CNN in deep learning? Convolutional Neural Network Explained
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3 سال پیش
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What is CNN in Deep
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.
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Timestamp:
0:00 Intro
1:27 Drawback of ANN
3:12 Convolutional Neural Network
5:34 End
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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: What is CNN in deep learning? Convolu...
At the end of some videos, you will also find quizzes that can help you to understand the concept and retain your learning.
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✔ Complete Neural Network Playlist: How Neural Networks work in Machine L...
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✔ Complete Logistic Regression Playlist: Logistic Regression Machine Learning ...
✔ Complete Linear Regression Playlist: What is Linear Regression in Machine ...
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If you want to ride on the Lane of Machine Learning, then Subscribe ▶ to my channel here: https://www.seevid.ir/fa/result?ytch=UCJFA...
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: What is CNN in deep learning? Convolu...
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: How Neural Networks work in Machine L...
➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
✔ Complete Logistic Regression Playlist: Logistic Regression Machine Learning ...
✔ Complete Linear Regression Playlist: What is Linear Regression in Machine ...
➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
If you want to ride on the Lane of Machine Learning, then Subscribe ▶ to my channel here: https://www.seevid.ir/fa/result?ytch=UCJFA...
3 سال پیش
در تاریخ 1400/06/17 منتشر شده
است.
146,155
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