With the increasing implementation of machine learning models on the edge or Internet of Things (IoT) devices, deploying advanced models on resource-constrained IoT devices remains challenging.

With the advancement of deep learning in Connected Autonomous Vehicles (CAVs), real-time semantic segmentation has emerged as a crucial task. The integration of semantic segmentation vision ...