Enhanced wheat edge detection via dual-channel global–local feature collaboration in GloCrop-UNet

GloCrop-UNet is a network designed for wheat harvesting scenes that enhances global semantic and local detailed features collaboratively through a dual-path architecture that is particularly suited for deployment in embedded hardware within agricultural machinery, offering a promising advancement in autonomous agricultural navigation.