Simple Convolutional Neural Network(LeNet5) in PyTorch

preview_player
Показать описание
In this video, I briefly explain how ConvNets are built in general and implement the classic LeNet5 model. The tutorial goes step-by-step through the implementation process and, at the end trains the network on the MNIST dataset.

You Can Connect with me on:
  1. Maciej Balawejder
  2. Machine Learning
  3. Deep Learning
  4. Convolutional Neural Network
  5. CNN
  6. LeNet5
Рекомендации по теме
Simple Convolutional Neural 0:20:37

Simple Convolutional Neural Network(LeNet5) in PyTorch

What are Convolutional 0:06:21

What are Convolutional Neural Networks (CNNs)?

67- LeNet 5 0:02:37

67- LeNet 5 (Convolutional Neural Network Model)

Convolutional Neural Networks 0:10:47

Convolutional Neural Networks Explained (CNN Visualized)

Simple explanation of 0:23:54

Simple explanation of convolutional neural network | Deep Learning Tutorial 23 (Tensorflow & Pyt...

Convolutional Neural Networks 0:08:37

Convolutional Neural Networks (CNNs) explained

73 LeNet 5 0:08:40

73 LeNet 5 Architecture Explained

🤖Convolutional Neural Networks 0:00:36

🤖Convolutional Neural Networks (CNNs) by #andrewtate and #donaldtrump

CNN(Convolutional Neural Network) 0:01:00

CNN(Convolutional Neural Network) Visualization

LeNet | LeNet 0:13:00

LeNet | LeNet Architecture | CNNs

LeNet-5 Architecture Explained 0:12:24

LeNet-5 Architecture Explained (with code) | CNNs

Convolutional Neural Networks-AlexNet,VGG-16,Google 0:10:46

Convolutional Neural Networks-AlexNet,VGG-16,Google net,Mobile net,ResNet,SquuezeNet, LeNet5#cnn#ai

Part 4: Convolutional 0:11:55

Part 4: Convolutional Neural Networks – LeNet5 | Lesson: Fundamentals of Convolutions

CNN Architecture | 0:20:00

CNN Architecture | LeNet -5 Architecture

LeNet 5: A 0:05:42

LeNet 5: A Simple Deep Convolutional Neural Network

CNN Model Architecture 0:01:55

CNN Model Architecture Explained in 2 Minutes | Convolutional Neural Networks Made Simple

Training a Convolutional 0:04:08

Training a Convolutional Neural Network (CNN)

Lecture 37 MLP 0:25:00

Lecture 37 MLP versus CNN, Popular CNN Architecture LeNet

Part 1- Intuition 0:13:52

Part 1- Intuition Of LeNet-5

Deep Learning with 0:11:49

Deep Learning with Keras: Deep Convolutional Neural Network – DCNN| packtpub.com

The architecture of 0:16:51

The architecture of a convolutional neural network

29 Convolutional Neural 0:13:12

29 Convolutional Neural Network- LeNet (MNIST in CNN)

Tutorial 21- What 0:10:58

Tutorial 21- What is Convolution operation in CNN?

Deep Learning 5 0:33:23

Deep Learning 5 - Simple Convolutional Neural Networks in Pytorch

Комментарии
Автор

Really helpful video💝💛, A small Doubt though in the img(Architecture) the Intial Input size = 32X32, but in code we took 28X28, can you specify a reason ? , I am thinking of writing a blog on Conv2D, Surely add reference link of your video there 🤗🤗 .
Thank you 🙏

pravincoder
Автор

Hi Maciej, Thankyou for the video. It was good learning. I wrote exact code given in video and my accuracy come to 13%. When I ran the code with you GitHub that was actual 98%. May be if there is any Image colorization video that would be great! Great Going!

anubhavsharma
welcome to shbcf.ru