ClearVision: Leveraging CycleGAN and SigLIP-2 for Robust All-Weather Classification in Traffic Camera Imagery

Anush Lakshman Sivaraman, Kojo Adu-Gyamfi, Ibne Farabi Shihab +1

Adverse weather conditions challenge safe transportation, necessitating robust real-time weather detection from traffic camera imagery. We propose a novel framework combining Cycle…