How to replicate the example “Transfer Learning Using AlexNet” with GoogleNet?

Technical Source
1 min readMay 26, 2021

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I tried to replicate the example “ Transfer Learning Using AlexNet “ with GoogleNet, but i don’t understand how to modify the last 3 layers in order to retrain the pretrained network. Maybe, has someone modify properly this example to work with googlenet?

I also found this link but doesn’t exist now. (i’m working with Matlab 2018b)

ANSWER

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You can use this example: Train Deep Learning Network to Classify New Images

The same code actually works with all the pretrained networks — just change the network that you load at the beginning of the example.

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Technical Source
Technical Source

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