Cases
To ensure the smooth operation of our customer's autonomous vehicle tracking and obstacle avoidance systems across diverse scenarios and locations, their team requires a large and diverse dataset to train the model effectively.
Challenge & Solution
Multi-sensor fusion annotation demands a high level of expertise and customization to meet the client's specific needs.
Challenge: Obtaining high-quality point cloud training data demands mature and comprehensive tool support, making product development both challenging and costly. Rapidly establishing and managing a professional point cloud annotation team becomes challenging when there is a sudden surge in demand for training data.
Solution: The Stardust platform offers continuous frame annotation for point clouds, 3D to 2D mapping, and semantic segmentation. It supports various functions, including data collection, synchronized uploads, data cleansing, and format conversion. Additionally, it provides API support and automation capabilities, accommodating over 500 simultaneous users. With an accuracy rate exceeding 99.5%, it can save customers more than 50% on costs. Moreover, it ensures efficiency, even for substantial datasets, which can be completed within 1-2 months.
Future
More mature tracking and obstacle avoidance system
Advanced full-stack unmanned distribution solutions and the standardized operation of autonomous vehicles ensure customers receive stable and secure urban distribution services.
Perception System Leader, X Autonomous Vehicle Company
"The Stardust platform can achieve API-based data validation and real-time monitoring of data quality. The Stardust team has extensive experience in data annotation in the autonomous driving field, enabling them to provide professional advice to us."
"Stardust has been able to meet our highly customized data needs effectively. With their extensive overseas resources, they provide comprehensive data services, including collection, annotation, QC, and delivery, offering a full-stack data solution."
R&D Supervisor, X Company
"Stardust is our trusted partner in establishing the National Key Laboratory for Integrated Media. Their annotation system supported by algorithms and the team with strong news sense and political understanding ensures top-quality news annotations."
Technical Director, X News Agency
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