AI/ADAS & Autonomous Driving
AI / ADAS & Autonomous Driving can meaningfully improve people’s lives and that the biggest impact will come when the ability of a machine to learn from experiences and adapt to new information.
1.Advanced Driver Assistance System (ADAS)
Acsia offers ADAS solutions and services that help drivers while driving and parking their vehicles. Acsia’s proprietary Driver Monitoring System (DMS) has industry standard features that helps to monitor driver alertness and wellness. The system also offers advanced features that alerts the driver in case of potential hazards.
Computer Vision(CV) is used in the automotive field to do visual perception in automated or semi automated driving scenarios. CV algorithms are usually computationally intensive, it requires in-depth knowledge and experience to optimize these algorithms to obtain real-time performance which is critical in the automotive industry.
3.AI/Machine Learning/Deep Learning
Machine Learning (ML) and Deep Learning (DL) are subsets of AI. ML deals with systems that can learn from the given data, identify patterns and make predictions whereas DL uses Artificial Neural Networks to work on data and make predictions.
- Platform customization & Integration
- Autonomous SW functions implementation
- Cyber Security
- Functional Safety
- System Engineering
- Software & System Integration
- Verification & Validation
- Algorithms: Driver Monitoring (Distraction detection, drowsiness detection, emotion detection, heart rate, seat belt detection, smoking detection etc )
- Simulation Tool: Carla
- AUTOSAR Stack: Vector, EB