Vision foundation model for agricultural applications with efficient layer aggregation network

Jianxiong Ye, Zhenghong Yu, Jiewu Lin, Hongyuan Li, Lisheng Lin

Abstract: Highlights•A powerful agricultural vision tool for future research and applications.•Concise and efficient architecture with 16-fold downsampling encoder and 2-layer decoder.•Efficient layer aggregation network for lightweight, high-performance, and robust modeling.•Reporting state-of-the-art performance on three publicly available plant datasets.

External IDs:doi:10.1016/j.eswa.2024.124972