Deep Learning Resources

Resources for Deep Learning with MATLAB

From using a simple web cam to identify objects to training a network in the cloud, these resources will help you take advantage of all MATLAB has to offer for deep learning.

Getting Started

Try an Interactive Example

Learn the basics behind deep learning. Try a simple, interactive MATLAB example right in your browser.

Learn to Train a Model from Scratch

Learn how to train a convolutional neural network (CNN) to identify handwritten digits.

Take the Deep Learning Onramp

This hands-on, two-hour course is an introduction to practical deep learning methods for image recognition.

Video Tutorials

Introduction to Deep Learning (3 Videos) - Video Series
Deep Learning with MATLAB: Transfer Learning in 10 Lines of MATLAB Code (3:59) - Video
Deep Learning with MATLAB (5 Videos) - Tutorial Series
Interactively Build, Visualize, and Edit Deep Learning Networks (3:54) - Video

Semantic Segmentation Overview (7:56) - Video
Setting up the MATLAB Deep Learning Container on NGC (10:37) - Video
Deep Learning for Computer Vision (27:59) - Video
Image Classification on ARM CPU: SqueezeNet on Raspberry Pi (4:22) - Video
Deploying Generated Code on AWS GPUs for Deep Learning (4:50) - Video

Code Examples

Featured Examples

Classify Images from Webcam

Visualize Network Features

Classify Data Using LSTM Networks

Semantic Segmentation Using Deep Learning

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More on Deep Learning

Deep Learning for Signal Processing with MATLAB (White Paper)

Practical Deep Learning Examples with MATLAB (ebook)