Reconstructing Dynamic Driving Scenarios Using Self-Supervised Learning – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-05-16T23:50:38Z http://www.open-lab.net/blog/feed/ Boris Ivanovic <![CDATA[Reconstructing Dynamic Driving Scenarios Using Self-Supervised Learning]]> http://www.open-lab.net/blog/?p=74577 2024-01-10T18:05:00Z 2023-12-05T18:30:00Z From monotonous highways to routine neighborhood trips, driving is often uneventful. As a result, much of the training data for autonomous vehicle (AV)...]]> From monotonous highways to routine neighborhood trips, driving is often uneventful. As a result, much of the training data for autonomous vehicle (AV)...

From monotonous highways to routine neighborhood trips, driving is often uneventful. As a result, much of the training data for autonomous vehicle (AV) development collected in the real world is heavily skewed toward simple scenarios. This poses a challenge to deploying robust perception models. AVs must be thoroughly trained, tested, and validated to handle complex situations��

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