An AI Data Engine for Maximizing Data Value
An AI Data Engine for Maximizing Data Value
Data Integration
One-click data adaptors
Auto Labeling
10x faster annotation
Adaptive Training
10x faster adaptation to new scenarios via automatic learning
Multi-Stage Training Pipeline
98% less compute required
Why Stardust
Why Stardust
Connect and Reuse 100% of Your Data
Unify multi-source data in one pipeline, reducing integration and development time by over 50%.
Launch Visualizations in Minutes
Instantly build point-cloud, image, and video visualizations with automated, multi-sensor alignment for industrial-scale deployment.
200+ Proprietary Auto-Labeling Algorithms
Accelerate image, video, point-cloud, and text annotation by 200% with production-ready models.
Find Any Data in Seconds
Locate relevant videos, images, point clouds, and text instantly with AI-powered similarity and keyword search.
Flexible Data Integration & Ecosystem Fusion
Unify multimodal data across ecosystems with one connection, enabling simpler workflows, faster collaboration, and lower integration costs.
Open-Source SDKs
Build multimodal visualization and alignment pipelines instantly with open-source SDKs that remove manual calibration and accelerate large-scale deployment.
Industry-Leading Data Annotation Tool
Generate accurate, scalable annotations for images, videos, point clouds, and text through automation that reduces manual effort and enhances model quality.
Multimodal Data Management & Intelligent Search
Manage and search multimodal data in one dashboard with AI-powered retrieval for faster discovery and higher productivity.
Extensive Expertise Across Industries
Extensive Expertise Across Industries
Smart SKU Management & Personalization
- A large number of SKUs
- Challenging product display management
- Meeting personalized consumer demands with traditional methods
- Automated annotation of endoscopic videos and infrared thermographic images to identify defects like cracks and corrosion
- For LNG tanker operations, improved safety violation detection (e.g., missing helmets) and enhanced model robustness with time-series data analysis
- Developed a multi-scenario behavior recognition model to expand coverage of hazardous operations
- 20x inventory efficiency with SKU automation
- Out-of-stock alerts and responses within 5 minutes
- 30% fewer returns, thanks to enhanced virtual try-ons
- 15% higher average order value
Smart Coal Mine Safety System
- Complex underground coal mine environments
- Difficulties in manual monitoring
- Urgent need for a real-time, intelligent monitoring system
- Employed a collaborative cloud‑edge architecture (Energy AI Cloud + Edge Cloud) to enable real‑time monitoring of underground coal‑mine operations
- Applied computer vision to detect personnel violations and equipment anomalies
- Used corner case mining to optimize model performance in low-light and high-dust conditions, and deployed models to the edge for real-time inference
- 30% faster model training time
- Millisecond-latency inference
- 95% accuracy in risk detection
- Enhanced mine safety and operational intelligence
Smart Metro Operations
- Complex data formats (video, SCADA, work orders)
- High manual labeling costs from diverse, scenario-specific corner cases
- Synchronized multimodal timestamps and unified processing and labeling through Stardust
- Auto‑labeling via RESTful APIs and proprietary algorithms for higher efficiency
- 97% accuracy and 10× faster response than manual methods
- Real-time 10kV power monitoring via SCADA reduced maintenance workload and accelerated response times
End-to-End Multimodal AI Data Architecture
End-to-End Multimodal AI Data Architecture
Stardust: Your Trusted AI Data Partner
Stardust: Your Trusted AI Data Partner
STARDUSTAI PTE. LTD.
Since 2017, Stardust has been at the forefront of AI-native data services and cutting-edge products designed to fuel AI innovation with data excellence. From precision-driven data annotation to comprehensive end-to-end data solutions, we tackle your data challenges head-on—eliminating data debt and accelerating AI deployment with unmatched expertise.
- STARDUSTAI PTE. LTD.
Since 2017, Stardust has been at the forefront of AI-native data services and cutting-edge products designed to fuel AI innovation with data excellence. From precision-driven data annotation to comprehensive end-to-end data solutions, we tackle your data challenges head-on—eliminating data debt and accelerating AI deployment with unmatched expertise.
