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.
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.
