Convolutional Neural Networks | Deep Learning Animated

In this video we will dive into the inner workings of Convolutional Neural Networks. These networks are one of the most widely used basis in Deep Learning, and are at the origin of the rapid growth of this field around 10 years ago.
We will first see how the convolution operation works, then how it integrates into a neural network architecture.
We will also see some operations specific to CNNs, such as pooling.

Chapters:
00:00 Introduction
00:28 Images and fully connected networks
01:40 Convolution
04:52 Convolutional layers
06:58 Activations
07:28 Pooling
09:00 Conclusion

The video is animated using Manim, the python animation library created by Grant Sanderson from ‪@3blue1brown‬ .
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