© Orhan Gazi Yalçın 2021
O. G. YalçınApplied Neural Networks with TensorFlow 2https://doi.org/10.1007/978-1-4842-6513-0_7

7. Convolutional Neural Networks

Orhan Gazi Yalçın1  
(1)
Istanbul, Turkey
 

It is safe to say that one of the most powerful supervised deep learning models is convolutional neural networks (abbreviated as CNN or ConvNet). CNN is a class of deep learning networks, mostly applied to image data. However, CNN structures can be used in a variety of real-world problems including, but not limited to, image recognition, natural language processing, video analysis, anomaly detection, drug discovery, health risk assessment, recommender systems, and time-series forecasting.

CNNs achieve a high level of accuracy by assembling complex patterns ...

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