ml5.js: What is a Convolutional Neural Network Part 1 / The Coding Train

- Convlutional Neural NetworkThis sketch demonstrates the process of creating a convolutional layer to filter pixels.
This video covers the architecture of a Convolutional Neural Network, focusing on the concept of "filters".
- 💻
  MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
  Academic article abut MobileNets.
- 🚂
  ml5.js: Train a Neural Network with Pixels as Input
  This tutorial builds on ml5.neuralNetwork() videos examining raw pixels as inputs to a neural network. This sets the stage for a discussion on convolutional neural networks.
- 🚂
  ml5.js: Image Classification with MobileNet
  In this video, I use the "pre-trained" MobileNet model to classify the content of an image.
- 🚂
  Other Neural Network Videos
  This playlist accompanies Chapter 10 of The Nature of Code book.
- 🚂
  The Pixel Array
  This video looks at how to access the pixels of an HTML5 canvas in p5.js. Code.

This video covers the architecture of a Convolutional Neural Network, focusing on the concept of "filters".

🚂
ml5.js: Train a Neural Network with Pixels as Input
This tutorial builds on ml5.neuralNetwork() videos examining raw pixels as inputs to a neural network. This sets the stage for a discussion on convolutional neural networks.
🚂
ml5.js: Image Classification with MobileNet
In this video, I use the "pre-trained" MobileNet model to classify the content of an image.
🚂
Other Neural Network Videos
This playlist accompanies Chapter 10 of The Nature of Code book.
🚂
The Pixel Array
This video looks at how to access the pixels of an HTML5 canvas in p5.js. Code.

ml5.js: What is a Convolutional Neural Network Part 1