BasicAI·Apr 243D Cuboid Annotation for Computer Vision Model TrainingEarly perception systems relied on images and 2D bounding boxes. A 2D box is a clean way to outline an object within a pixel grid. But the…
Sohail Saifi·Feb 22What We Learned Building a Production-Grade 3D Annotation PipelineEngineering decisions, multi-user architecture, and the parts that surprised usA response icon1A response icon1
BasicAI·Nov 3, 20258 Elements to Cover in Your 3D LiDAR Point Cloud Data Annotation GuidelinesA practical, eight-part framework to write clear 3D LiDAR point cloud data annotation guidelines. Produce consistent, production-grade…
Pratima Rajbanshi·Aug 9, 2025Can a Robot Understand a Door Handle?My take on SceneFun3D and functional 3D perceptionA response icon1A response icon1
BasicAI·Nov 8, 20243D LiDAR Point Cloud Data Annotation: 5 Key Concepts for Success [Free Download]The rising demand for ADAS and autonomous driving in passenger vehicles and robotaxis, coupled with the growing adoption of consumer…
