Layer-by-Layer Visualization of Convolutional Neural Networks
Demonstrating the visualization of convolutional neural networks step by step using a pretrained model on the MNIST dataset.

Erai
114.7K views β’ Sep 13, 2022

About this video
Visualizing convolutional neural networks layer by layer. We are using a model pretrained on the mnist dataset.
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Github: https://github.com/far1din
Manim code: https://github.com/far1din/manim#visualizing-convolutional-neural-networks--training-a-cnn
----------- Content -----------
0:00 - Introduction
00:30 - The Model
02:03 - Input and Convolution | Layer 1
02:46 - Max Pooling | Layer 1
03:30 - Convolution | Layer 2
04:29 - Max Pooling and Flattening | Layer 2
05:10 - The Output Layer (Prediction)
----------- Contributions -----------
Intro Music: @randomtypebeats7348
Background music: https://pixabay.com/users/balancebay-26358719/
#computervision #convolutionalneuralnetwork #ai #neuralnetwork #neuralnetworksformachinelearning #neuralnetworksexplained #neuralnetworkstutorial #neuralnetworksdemystified #computervisionandai #animation #animationvideo
βΊ SUPPORT THE CHANNEL
β‘ Paypal: https://www.paypal.com/donate/?hosted_button_id=K6ER3TW5J32LN
These videos can take several weeks to make. Any donations towards the channel will be highly appreciated! π
βΊ SOCIALS
X: https://x.com/far1din_
Github: https://github.com/far1din
Manim code: https://github.com/far1din/manim#visualizing-convolutional-neural-networks--training-a-cnn
----------- Content -----------
0:00 - Introduction
00:30 - The Model
02:03 - Input and Convolution | Layer 1
02:46 - Max Pooling | Layer 1
03:30 - Convolution | Layer 2
04:29 - Max Pooling and Flattening | Layer 2
05:10 - The Output Layer (Prediction)
----------- Contributions -----------
Intro Music: @randomtypebeats7348
Background music: https://pixabay.com/users/balancebay-26358719/
#computervision #convolutionalneuralnetwork #ai #neuralnetwork #neuralnetworksformachinelearning #neuralnetworksexplained #neuralnetworkstutorial #neuralnetworksdemystified #computervisionandai #animation #animationvideo
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Video Information
Views
114.7K
Likes
3.8K
Duration
5:53
Published
Sep 13, 2022
User Reviews
4.7
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