/semantic_segmentation

Deeplab v3+ for semantic segmentation in digital terrain models and its derivative

Primary LanguagePython

Deeplab v3+ for semantic segmentation in digital elevation models and its derivative

In this project, deeplab v3+ is used to explore semantic segmentation task in digital elevation models and its derivatives. The goal is to detect historical man-made structures such as bomb craters, charcoal kilns, barrows, and mine shafts in archaeological sites. The code for the model is borrowed and edited from: https://github.com/shenshutao/image_segmentation/blob/master/models/deeplabv3plus.py