Open access
2026
A Weakly Supervised Deep Learning Framework for Weed Segmentation and Species Classification in Field Images
A weakly supervised design framework to overcome the missing ground-truth segmentation masks and a very cost-effective, end-to-end optimized solution that bridges the gap between coarse, already available datasets and fine-grained precision required for practical field deployment are provided.
Vaibhavv Maheshwari, Shreeya Mohanty, Prakash K. Aithal et al.
· IEEE Access · 0 citations