§ 01Free service

Free LiDAR classification

Upload a point cloud and get it back semantically classified with the author's AI pipeline: ground, vegetation, buildings, power lines, poles, vehicles and fences, delivered as standard ASPRS codes in your LAS file.

Reviewed by hand · One business day · A limited number of datasets each week

§ 02How it works

Upload

Review and classify

Every dataset is reviewed by hand before it enters the queue. Accepted data is classified within one business day.

Download

You get an email when the result is ready. Downloads stay available for 14 days (7 after your first download), then everything is deleted.

§ 03Submit

Sign in to submit

A free account ties the submission to you, so only you can download the result.

What you get back

Classes delivered as ASPRS codes
Class	ASPRS
Ground	2
Vegetation	5
Buildings	6
Power lines	14
Poles	15
Vehicles	64
Fences	65

DALES classes as LAS 1.4 codes. Vehicles and fences use 64 and 65, the lowest user-definable codes in the specification.

§ 04At your scale

This service classifies one dataset. Your projects have hundreds.

Learn to build this pipeline →

AI classification for LiDAR, taught live on Maven: data preparation, model training, and production delivery.

Have it built for you →

Done-for-you classification at project scale, or the full pipeline implemented in-house with your team.