Best On-Premises LiDAR Software

Mindkosh is the data platform for curating, labeling and validating datasets for your AI projects. Our industry leading data annotation platform combines collaborative features with AI-assisted annotation features to provide a comprehensive suite of tools to label any kind of data, be it Images, videos or 3D pointclouds such as those from Lidar. For images, Mindkosh offers semi-automatic segmentation, pre-labeling for bounding boxes and automatic OCR. For videos, automatic interpolation can reduce massive amounts of manual annotation. And for lidar, 1-click annotation allows you to create cuboids in just 1 click! If you are simply looking to get your data labeled, our high quality data annotation services combined with an easy to use Python SDK and web-based review platform, provide an unmatched experience.

Vecten Desktop is LiDAR point-cloud classification software for airborne and UAV survey data. It organizes work into local projects and blocks, accepts LAS, LAZ, and COPC inputs, and produces classified point clouds with review layers and attributes for production checks and downstream handoff. VGround classifies ground, bridge decks, and noise; VClassify adds vegetation and buildings; and VUtilities adds wires, poles, and towers for utility corridors. Surveying, mapping, engineering, and utility teams can select a module according to the output classes needed for terrain extraction, semantic classification, infrastructure review, or corridor asset work. Classification runs on a workstation without requiring cloud upload for inference. Vecten Cloud is also planned as a browser-based companion, with its waitlist open.