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Public datasets, before and after calibration

Each sample is a public recording from a real vehicle. We draw its lidar points on the camera images three ways: with a rough initial estimate, with Deepen's calibration, and with the dataset publisher's own calibration.

Sign in with your work or university email. Your recording is uploaded only to run your calibration; you pay only to download the results. Data that must stay inside your environment? Use the customer-hosted option.