Lake Minnetonka Land Cover

U-Net deep learning classification demo. Click info buttons for methodology details.
100%
Original
70%
New
70%
Structures + Impervious merged
New
70%
Better class balance handling

Land Cover Classes (9-class)

Water
Wetlands
Tree Canopy
Shrubland
Low Vegetation
Barren
Structures
Impervious
DNR Boundary
U-Net Land Cover Classification Pilot
Lake Minnetonka, MN | NAIP 2022 imagery
Model: ResNet34 encoder, trained on NLCD labels