Acquiring structural and mechanical information of a fibrous network through deep learning

A fibrous network-deep learning system (FN-DLS) was developed to extract fibrous network structure information from noisy atomic force microscopy images. FN-DLS can accurately assess the structural and mechanical characteristics of fibrous networks.