Deep learning model for more than 3000 classes, Image classification with CNN

Question

I want to create a CNN for image classification but I have more than 3000 classes in my dataset, is this possible in deep learning ? Can anyone help!

Ubikuity · Answer

Yes it is possible.
For 3000 classes classification, we use a network with 3000 outputs and then apply a softmax function.
here is the link to a VGG paper, a CNN used to perform 1000 classes classification.

Deep learning model for more than 3000 classes, Image classification with CNN

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