Pros and Cons of using DNN and CNN in both image classification and object recognition

Asked Nov 11 '19 at 05:57

Active Nov 11 '19 at 05:57

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I totally agree the CNN has been used as the basic structure of R-CNN, Fact R-CNN, and YOLO.

My question is that if we have big enough data, is it still good to use DNN? If not so, what is the negative side of using DNN?

How about object recognition in the case of small image datasets? Do you prefer to use DNN or CNN?

asked Nov 11 '19 at 05:57

Amn Kh

DNN or CNN? what do you mean? CNN is like a subclass of DNN – gameon67 Nov 12 '19 at 00:18
It is true somehow. I was asked this in an interviewing process. – Amn Kh Nov 12 '19 at 23:43
Confusing interview. Especially about the object recognition one, ofc you are going to use CNN (which is also DNN) – gameon67 Nov 13 '19 at 00:06

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