BarbNet: Awn phenotyping with advanced deep learning, potential applications in the automation of barley awns sorting

Awns, bristle-like extensions on grass crops like wheat and barley, are vital for protection and seed dispersal, with barbs on their surface playing a crucial role. While the genetic basis of barb formation has been explored through genome-wide association and genetic mapping, the detailed analysis of these small, variable structures poses a challenge.