Building High-Quality 3D Flash lidar Datasets for Autonomous Vehicles

1. fivesplash5@gmail.com Building High-Quality 3D Flash lidar Datasets for Autonomous Vehicles ABOUT THE CLIENT Client is known for providing commendable training data sets that are quite accurate. They opulent data sets are acknowledged for producing the greatest possible machine learning results in the development of autonomous vehicles. With a wonderful vision of technological advancement, they are trying to create futuristic data annotation services for all the clients. Solution Result Challenges Annotator training/qualification : Our secure and highly effective training and qualification program helped annotators execute unique and complex 3D annotation Robust quality assurance : Our platform’s built-in heuristic check options, flexible scoring rubrics, multi-user verification workflow. End-to-end project management High-precision 3D labelling tools : Our robust 3D cuboid and segmentation tools supported class detection for objects 1.5M Lidar annotations processed, analyzed and delivered. 200+ Full-time data annotators completed the tasks in 90 days. 99% High-quality annotations at recall and precision rate for 3D object detection and segmentation projects. The client required 3D annotation tools compatible with their proprietary flash lidar technology, along with robust project management and a secure workforce. The file size of LiDAR generated data is so huge that it needed high configuration devices to store, manage, and utilize such data with a more complex user interface. 150+ skilled people were required to be hired and trained in a week’s time. “FiveS provides the best customer experience by using multichannel contact centers solution, data- driven insight, shared devices and digital transformation by process automation. We also determine, design, implement analysis and improve business to ensure you can streamline and enhance back- office operations.” FIVES DIGITAL