BarbNet: Deep learning for faster barley awns sorting automation.
Key Points: Researchers have developed BarbNet, a deep learning model for automated detection and analysis of barbs in microscopic images of awns. The model achieved over 90% accuracy in barb segmentation tasks and 86% conformity with manual annotations. Awns, bristle-like extensions on grass crops like wheat and barley, play a vital role in protection and … Read more BarbNet: Deep learning for faster barley awns sorting automation.