Convolutional Neural Networks
Orhan Gazi Yalçın
Abstract
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.
Topics & Concepts
Convolutional neural networkComputer scienceDeep learningArtificial intelligenceVariety (cybernetics)Anomaly detectionMachine learningPattern recognition (psychology)COVID-19 diagnosis using AIBrain Tumor Detection and ClassificationAnomaly Detection Techniques and Applications