The Sandstone Trail is a 55-kilometre long-distance walkers' path, following sandstone ridges running north–south from Frodsham in central Cheshire to Whitchurch just over the Shropshire border.
Employing a fusion of UNet and ResNet architectures, the project endeavors to achieve multiclass semantic segmentation of sandstone images. Through deep learning techniques, it seeks to uncover ...