Nature

Adaptive lightweight mask R-CNN model for underwater debris instance segmentation and classification towards sustainable marine waste management

The rapid accumulation of marine debris poses a substantial threat to ocean ecosystems, specifically the degradation of plastics, composite materials, and metals. Effective detection and ...
Nature

DermNet: integrative CNN-ViT architecture for bias mitigation in dermatological diagnostics using advanced unsupervised lesion segmentation

In this paper, we propose a method for reducing the bias in skin disease identification for people of color with the aid of lesion only zero shot unsupervised approach that is then passed to the ...