Deep Learning with MATLAB
Deep learning often seems inaccessible to non-experts. In this video series, you’ll see how MATLAB® makes it easy for engineers and scientists to apply deep learning to their problems. Watch the short videos, explore the well-documented code, and read the detailed blog posts to quickly understand deep learning.
Quick Start
Deep Learning in 11 Lines of MATLAB Code
See how to use MATLAB, a simple webcam, and a deep neural network to identify objects in your surroundings. This demo uses AlexNet, a pretrained deep convolutional neural network that has been trained on over a million images.
Transfer Learning in 10 Lines of Code
Learn how to perform transfer learning in 10 lines of MATLAB code for an image classification task, and why transfer learning is important for many applications.
Tutorials
Training a Neural Network from Scratch with MATLAB
Use MATLAB for configuring, training, and evaluating a convolutional neural network for image classification.
Transfer Learning with Neural Networks in MATLAB
Use MATLAB for fine-tuning a pretrained convolutional neural network for image classification.
Using Feature Extraction with Neural Networks in MATLAB
Use MATLAB for extracting features with a pretrained convolutional neural network and to train a support vector machine classifier for image classification.
