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Java Deep Learning Projects by Md. Rezaul Karim

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Fully connected layer (dense layer)

At the top of the stack, a regular fully connected layer (feedforward neural network or dense layer) is added, which acts similar to an MLP that might be composed of a few fully connected layers (+ReLUs), and the final layer outputs the prediction: typically, a Softmax layer is used that outputs estimated class probabilities for a multiclass classification.

Well, up to this point, we have minimum theoretical knowledge about CNNs and their architectures for image classification. Now, it is time to do a hands-on project, which is about classifying large-scale Yelp images. At Yelp, there are many photos and many users uploading photos. These photos provide rich local business information across categories. ...

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