Building High-Quality 2D Datasets for Autonomous Vehicles

1. Building High-Quality 2D 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. Challenges Solution Result Creating a custom project to meet the autonomous vehicle training needs from 2D bounding boxes, to 3D cuboids With higher volumes to be delivered in a short duration of time with 99% accuracy was a challenge. Estimated 170+ people were required to be hired and trained in a week’s time. FiveS assembled a team of annotators and conducted a specialized training in less than 72 hours for them The project consisted of multiple stages. We annotated lanes, traffic signals, signs in videos. A quality framework with Maker: Checker was put into place to ensure accuracy of annotations 2.1M Annotations processed, analyzed and delivered 170+ Full-time data annotators completed the tasks in 108 days. 99% Accuracy levels and 100% quality checks. FiveS provides the best customer experience by using multichannel contact centers, 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. We ensure a better level of attention to every customer inquiry. For more information, visit www.fivesdigital.com