Karthik Palyakere Suresh

TorchAdapt: Towards Light-Agnostic Real-Time Visual Perception

Low-light conditions significantly degrade the performance of high-level vision tasks. Existing approaches either enhance low-light images without considering normal illumination scenarios, leading to poor generalization, or are tailored to specific tasks. We propose TorchAdapt, a realtime adaptive…