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burial_mounds Python package on the Mounds dataset.The model is for academic use only, commercial use is prohibited due to restrictions imposed by the training datasets.
1# pip install burial_mounds
2
3from burial_mounds.model import MoundDetector
4
5model = MoundDetector.load_from_hub("kardosdrur/burial-mounds-yolov8m-xview")
6
7# Find bounding polygons
8bounding_polygons = model.detect_mounds("some_satellite_image.png")
9for polygon in bounding_polygons:
10 print(polygon)
11
12# Annotate satellite images
13annotated_image = model.annotate_image("some_satellite_image.png")
14annotated_image.show()