Deepen 4d
LiDAR Point level instance and semantic segmentation
Deepen 4d launched on June 26, 2019 with 70 votes, #527 of 2,757 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 7 years on.
What it does
Imagine being able to accurately segment long sequences of ground truth LiDAR data, quickly and cost-effectively — what kind of innovation could you build? Our new 4D service can generate massive ground truth from all kinds of multisensor data sets.
Deepen AI is the verified data platform powering perception, calibration, and validation for autonomous vehicles, robotics, and industrial AI.
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3D semantic segmentation by Playment2019 · telusinternational.com · ▲73Accurate 3D point cloud segmentation to train your AI models
AI-Powered Lidar Point Cloud Classification2024 · flai.ai · ▲8I spent years manually editing large LiDAR point clouds—and I hated every moment of doing this. To make things easier, my team and I did extensive research and development on the latest state-of-the-art techniques for point cloud processing. We built a massive training dataset and trained semantic segmentation networks, all packaged into an AI-powered platform called Flai. With Flai, you can upload, view, and classify your point clouds into over 30 categories, including buildings, power lines, vehicles and many more. It’s free to try ( https://app.flai.ai/register ), and I’d…




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