Innovative Deep Learning Image Technologies
Muhammad Shakeel Akram, Sibghat Ullah Bazai, Muhammad Sulaman, Farman Ullah · Advances in computational intelligence and robotics book series · 2025
The chapter gives an overview of the applications of deep learning and image processing in the different industries of medicine, automobiles, entertainment, and security. Multiple advanced techniques such as CNN, GAN, and ViT that have become handy in the analysis of image processing. From medical diagnostics to autonomous vehicles, environmental monitoring, and surveillance, its applications show the impact of deep learning on accuracy and efficiency. It also discusses critical ethical issues, such as data privacy, model biases, and energy consumption, and points out some possible solutions to reduce those effects. In general, this contribution provides a critical overview of advances related to image processing by deep learning and its potential for further innovative developments in a wide range of applications.