no code implementations • 30 Nov 2023 • Sahar Almahfouz Nasser, Shashwat Pathak, Keshav Singhal, Mohit Meena, Nihar Gupte, Ananya Chinmaya, Prateek Garg, Amit Sethi
One approach involves converting images into nodes by identifying significant keypoints within them.
no code implementations • 18 Oct 2022 • Harshan Baskar, Anirudh S Chakravarthy, Prateek Garg, Divyam Goel, Abhijith S Raj, Kshitij Kumar, Lakshya, Ravichandra Parvatham, V Sushant, Bijay Kumar Rout
Moreover, we also propose a new network called NDENet (Nighttime Dehaze-Enhancement Network), which jointly performs dehazing and low-light enhancement in an end-to-end manner.
6 code implementations • 27 Jan 2022 • Zudi Lin, Prateek Garg, Atmadeep Banerjee, Salma Abdel Magid, Deqing Sun, Yulun Zhang, Luc van Gool, Donglai Wei, Hanspeter Pfister
Image super-resolution (SR) is a fast-moving field with novel architectures attracting the spotlight.
no code implementations • 10 Feb 2021 • Prateek Garg, Murari Mandal, Pratik Narang
Low light conditions in aerial images adversely affect the performance of several vision based applications.
1 code implementation • RC 2020 • Prateek Garg, Lakshya Singhal, Ashish Sardana
When we tried this in a semantic segmentation context, we found that the results were very underwhelming and in contrast with the seemingly good results by the STE optimizer even with much hyperparameter tuning.