What are the applications of CNNs?

Convolutional Neural Networks (CNNs) have a wide range of applications in various fields. One prominent application is in computer vision tasks such as image classification, object detection, and segmentation. CNNs can learn complex patterns and features from images, enabling them to accurately classify objects or locate boundaries within an image. Another significant application is in natural language processing, where CNNs can be used for tasks like sentiment analysis, text classification, and language translation. Additionally, CNNs find use in medical imaging, autonomous vehicles, recommendation systems, and even in generating realistic images or enhancing low-quality ones. Overall, the ability of CNNs to extract meaningful information from complex data has made them a fundamental tool in numerous domains.

This mind map was published on 20 August 2023 and has been viewed 103 times.