LiDAR

This includes examples of how to use the panel-segmentation package to process LiDAR data.

• Estimating Solar Panel’s Tilt and Azimuth through LiDAR
  • 1) Get Latitude, Longitude Shapely Polygon
  • 2) Get the .laz File that Contains the Shapely Polygon
  • 3) Crop and Filter LiDAR Point Cloud Data
  • 4) Generate Planes and Calculate its Tilt and Azimuth
  • 5) Merge Similar Planes
  • Comparing Ground Truth Value to LiDAR Estimation
  • Bonus Feature: Getting the Classification of LiDAR Data
• USGS LiDAR API
  • 1) Get Master LiDAR Dataset Names
  • 2) Get Metadata from Dataset Names
  • 3) Locate the .laz File for a Latitude, Longitude Coordinate