Video and Webinar Series

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.

使用 MATLAB 进行深度学习:10 行代码实现迁移学习

了解如何使用 10 行 MATLAB 代码对图像分类任务执行迁移学习,以及为什么迁移学习对许多应用如此重要。


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.


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