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Navigating Ground Truth Investments under Challenging Market Conditions

The ambitions for autonomous driving remain high and are slowly but steadily turning into reality, reshaping the future of mobility. While companies such as Waymo, Motional, and Tesla make advances in robotaxi services, autonomous trucking players like Torc, Plus.ai, or the …

Interpolation: The Hidden Hero of ADAS and Data Annotation

Building advanced driver assistance systems (ADAS) requires more than just powerful algorithms and cutting-edge sensors - it requires high-quality, well-structured data. One of the biggest challenges? Efficiently annotating large amounts of sensor data. That is where …

Modernizing MLOps at understand.ai with ClearML

At understand.ai, we develop ML-based software to automate data labeling. Our work involves building and maintaining numerous models, which require regular updates and fine-tuning to meet our customers' specific needs. Optimizing our ML operations directly enhances the …