Cases
Empower machines to speak and write, training more responsive OCR and ASR models
To achieve this goal, our customer requires large and diverse datasets to train their models. They need to collect and annotate rare resources, including images, speech, and handwritten content in minority languages.
Challenge & Solution
Improving the capabilities of machines in listening, speaking, reading, and writing faces a major bottleneck—insufficient data volume
Challenge: Collecting scarce language poses challenges. Given that the project primarily involves collecting images, speech, and handwritten content in minority languages, individuals familiar with these languages are required to conduct local data collection. Furthermore, due to geographical constraints and the complexity of collection requirements, the data collection approach becomes a concern. Lastly, the various data formats and complex scenarios present substantial challenges for QC.
Solution: Stardust utilizes its global data collection resources to find the most suitable partners for collecting data in minority languages. Within a brief period, we have developed software tailored to meet the demands of data collection and annotation. Multiple layers of QC and dynamic monitoring are in place to ensure the quality of annotations in minority languages.
Future
More accurate OCR and ASR systems
The Stardust data collection and annotation system can help Baidu train more accurate OCR and ASR systems. We can serve a broader range of scenarios and improve efficiency in different scenarios in the future.
R&D Supervisor, X Company
"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."
More customer cases
Equip autonomous vehicles with clearer and more sensitive vision.
"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."
Perception System Leader, X Autonomous Vehicle Company
To Build a National-Level NLP/New Media Laboratory
"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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