Advanced Driver Assistance System (ADAS) designed for the mining and long-distance trucking sectors
About this offer
Solution Overview: LabelFuse provides a comprehensive driver safety system designed specifically for the mining industry, addressing critical issues of driver fatigue and operational hazards. Utilizing advanced AI, the Intel® Distribution of OpenVINO™ Toolkit, and robust edge devices like Intel® NUC, LabelFuse offers real-time monitoring and analysis to enhance safety and efficiency in mining operations. Market Problem: The mining industry faces severe safety challenges due to driver fatigue, with nearly 90% of accidents attributed to human error. Traditional safety technologies, such as vibrating seats and camera-based systems, have proven ineffective in harsh mining environments, lacking real-time monitoring and integration capabilities. This leads to increased operational costs and significant downtime due to accidents. Data Collection: LabelFuse collects data from multiple high-resolution cameras and sensors installed in mining vehicles. The system monitors both internal factors (driver behavior and fatigue) and external factors (nearby pedestrians, vehicles, and environmental hazards). Data Analysis: Data is analyzed in real-time using Intel® edge devices, which offer robust processing power and efficiency. The analysis includes detecting signs of driver fatigue, distractions, and external hazards. This information is processed on the edge devices to provide immediate feedback and alerts to the driver. Business Value: The analyzed data offers substantial business value by enhancing safety and operational efficiency. By proactively preventing accidents, LabelFuse reduces downtime and associated costs, improves insurance claim processes with detailed incident reports, and ultimately contributes to a safer working environment. This not only protects human lives but also boosts overall productivity and profitability for mining operations.
Technical Specifications
- Category:
- Solution: Partner Solutions
- End Customer Type:
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Enterprise
Small and Medium sized Business
- Deep Learning Framework:
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TensorFlow
Torch/PyTorch
- AI Model Training:
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Federated Training
Machine Learning
- Solution Availability:
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Commercially Ready
- Topology:
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Yolo
- Deployment Architecture:
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On-Premises
Resources
LabelFuse B.V.
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LabelFuse B.V.
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LabelFuse is a cutting-edge, no-code platform designed for Machine Learning and Computer Vision. We empower non-technical teams to harness the power of computer vision without writing a single line of code. Our innovative technology enables decision-makers to automatically capture and analyze context-specific incidents from satellite feeds, CCTV, and drone streams, proactively preventing asset damage and loss before it occurs.
Advanced Driver Assistance System (adas) Designed For The Mining And Long-distance Trucking Sectors
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