Abstract The strength of flax fiber-reinforced polymer (FFRP) composites is a critical factor influencing their reliability in structural applications. However, the prediction of FFRP strength remains challenging due to the nonlinear stress–strain relationship of flax fibers. To…
We introduce OvisOCR2, a 0.8B document parsing model. OvisOCR2 is designed as an end-to-end parser: given a document page image, it generates a Markdown representation in natural reading order, covering text, formulas, tables, and visual regions. We build a data engine that combi…
Mildew in maize kernels is typically caused by various fungi, necessitating prompt detection and treatment to minimize losses during harvest and storage. In this study, a deep learning YOLOv5s algorithm based on machine vision technology was employed to develop a maize seed surfa…