-
Book Overview & Buying
-
Table Of Contents
Hands-On Artificial Intelligence for IoT - Second Edition
By :
GANs have become a cornerstone of modern ML, described by Yann LeCun as “the most interesting idea in the last 10 years.” These innovative networks have made significant strides across multiple fields. In computer vision, GANs excel in image and video generation, image translation, and super-resolution. In NLP, they’re pivotal for text generation and machine translation. Healthcare leverages GANs for medical image synthesis and data augmentation, enhancing diagnostic models. Cybersecurity and finance also benefit from GANs by generating synthetic data for training models and detecting anomalies. A 2022 review paper (https://www.sciencedirect.com/science/article/pii/S2667318522000150) highlights their extensive use in medical imaging, including segmentation and denoising, underscoring their transformative impact. With their widespread applications, GANs have become a focal point in AI/ML research, consistently showcasing their potential to revolutionize various...