Shreeya Mohanty

A Weakly Supervised Deep Learning Framework for Weed Segmentation and Species Classification in Field Images

The core of precision agriculture lies in the effective management of weed growth, a practice that is crucial for achieving maximum crop yield while using only a required amount of herbicides. Although deep learning has improved automation at a high level, a challenge still remains in the area of high performance segme...