Deep Learning Tutorial Series
Download code and watch video series to learn and implement deep learning techniques
编者注: This file was selected as MATLAB Central Pick of the Week
The code provides hands-on examples to implement convolutional neural networks (CNNs) for object recognition. The three demos have associated instructional videos that will allow for a complete tutorial experience to understand and implement deep learning techniques.
The demos include:
- Training a neural network from scratch
- Using a pre-trained model (transfer learning)
- Using a neural network as a feature extractor
The corresponding videos for the demos are located here: https://www.mathworks.com/videos/series/deep-learning-with-MATLAB.html
The use of a GPU and Parallel Computing Toolbox™ is recommended when running the examples. Demo 3 requires Statistics and Machine Learning Toolbox™ in addition to the required products below.
引用格式
MathWorks Deep Learning Toolbox Team (2026). Deep Learning Tutorial Series (https://ww2.mathworks.cn/matlabcentral/fileexchange/62990-deep-learning-tutorial-series), MATLAB Central File Exchange. 检索时间: .
致谢
类别
在 Help Center 和 MATLAB Answers 中查找有关 Recognition, Object Detection, and Semantic Segmentation 的更多信息
