no code implementations • 17 Apr 2024 • Muhammad Zawish, Paul Albert, Flavio Esposito, Steven Davy, Lizy Abraham
We report that although pruned networks are accurate on controlled, high-quality images of the grass, they struggle to generalize to real-world smartphone images that are blurry or taken from challenging angles.
no code implementations • 26 Aug 2022 • Muhammad Zawish, Steven Davy, Lizy Abraham
Recent advances in Artificial Intelligence (AI) on the Internet of Things (IoT)-enabled network edge has realized edge intelligence in several applications such as smart agriculture, smart hospitals, and smart factories by enabling low-latency and computational efficiency.
no code implementations • 23 Aug 2022 • Muhammad Zawish, Fayaz Ali Dharejo, Sunder Ali Khowaja, Kapal Dev, Steven Davy, Nawab Muhammad Faseeh Qureshi, Paolo Bellavista
It is anticipated that Metaverse will be a continuum of rapidly emerging technologies, usecases, capabilities, and experiences that will make it up for the next evolution of the Internet.
no code implementations • 12 Mar 2022 • Muhammad Zawish, Nouman Ashraf, Rafay Iqbal Ansari, Steven Davy, Hassan Khaliq Qureshi, Nauman Aslam, Syed Ali Hassan
6G envisions artificial intelligence (AI) powered solutions for enhancing the quality-of-service (QoS) in the network and to ensure optimal utilization of resources.
no code implementations • 22 Oct 2021 • Fayaz Ali Dharejo, Muhammad Zawish, Farah Deeba Yuanchun Zhou, Kapal Dev, Sunder Ali Khowaja, Nawab Muhammad Faseeh Qureshi
Using two medical datasets, we validate our proposed SR network against existing state-of-the-art approaches and achieve promising results in terms of SSIM and PSNR.
no code implementations • 20 Apr 2021 • Fayaz Ali Dharejo, Farah Deeba, Yuanchun Zhou, Bhagwan Das, Munsif Ali Jatoi, Muhammad Zawish, Yi Du, Xuezhi Wang
We propose a frequency domain-based spatio-temporal remote sensingsingle image super-resolution technique to reconstruct the HR image combined with generative adversarialnetworks (GANs) on various frequency bands (TWIST-GAN).