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A Novel Hybrid CNN-AIS Visual Pattern Recognition Engine
[article]
2015
arXiv
pre-print
Machine learning methods are used today for most recognition problems. Convolutional Neural Networks (CNN) have time and again proved successful for many image processing tasks primarily for their architecture. In this paper we propose to apply CNN to small data sets like for example, personal albums or other similar environs where the size of training dataset is a limitation, within the framework of a proposed hybrid CNN-AIS model. We use Artificial Immune System Principles to enhance small
arXiv:1503.03270v1
fatcat:xukrczsxqbdibaa4jh6uwv6m5e