I'm new in CNNs. After discovering the pre-formed deep CNNs, which can be used for feature extraction, I ask myself if there is still an application area in the field of image recognition, in which the classical classification methods (such as e.g. SVM etc.) are preferred to the CNN's?
Manuela Koller
Dear Saeid,
Thanks for your detailed feedback. Yes, the removal of the feature engineering step speaks clearly for CNNs.
However, if only small amounts of data are available for the training, to my knowledge, only the last layer would be trained.
But do the CNNs still achieve better results with smaller datasets?
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