Hybrid Mamdani Fuzzy Rules and Convolutional Neural Networks for Analysis and Identification of Animal Images

Hybrid Mamdani Fuzzy Rules and Convolutional Neural Networks for Analysis and Identification of Animal Images

Accurate, fast, and automatic detection and classification of animal images is challenging, but it is much needed for many real-life applications. This paper presents a hybrid model of Mamdani Type-2 fuzzy rules and convolutional neural networks (CNNs) applied to identify and distinguish various ani...

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Bibliographic Details
Main Authors: Hind R. Mohammed, Zahir M. Hussain
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Computation
Subjects:
image classification
animal identification
convolution neural network CNN
Mamdani fuzzy rules
gaussian membership
Online Access:https://www.mdpi.com/2079-3197/9/3/35

Internet

https://www.mdpi.com/2079-3197/9/3/35

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