Deep Learning: Transfer Learning in 10 lines of MATLAB Code

Use transfer learning for training a deep neural network to classify 5 different types of food.
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업데이트 날짜: 2017/2/24

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편집자 메모: This file was selected as MATLAB Central Pick of the Week

Learn how to use transfer learning in MATLAB to re-train deep learning networks created by experts for your own data or task.
This demo teaches you how to use transfer learning to re-train AlexNet, a pretrained deep convolutional neural network (CNN or ConvNet) to recognize snack food such as hot dogs, cup cakes and apple pie.
You can download the AlexNet support package here:
https://www.mathworks.com/matlabcentral/fileexchange/59133-neural-network-toolbox-tm--model-for-alexnet-network
You can download the webcam support package here:
https://www.mathworks.com/matlabcentral/fileexchange/45182-matlab-support-package-for-usb-webcams

인용 양식

MathWorks Deep Learning Toolbox Team (2024). Deep Learning: Transfer Learning in 10 lines of MATLAB Code (https://www.mathworks.com/matlabcentral/fileexchange/61639-deep-learning-transfer-learning-in-10-lines-of-matlab-code), MATLAB Central File Exchange. 검색됨 .

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