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Deep Learning Tutorial Series

Download code and watch video series to learn and implement deep learning techniques

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Editor's Note: 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.

Comments and Ratings (5)

Eleanor Li

Awesome!

Leow Bin

cui

cui (view profile)

非常棒!

anggi nego

Updates

1.0

+ Fixed typo in code.

MATLAB Release
MATLAB 9.2 (R2017a)

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