Nature

Using mask R-CNN to rapidly detect the gold foil shedding of stone cultural heritage in images

As immovable stone cultural heritage is kept in the open air, they are more susceptible to damage, and damage detection is very important for the protection and restoration of cultural heritage. This ...
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 ...