ZEISS Group’s Post

Cooler stacks and chips Ambarella Inc has developed a modular software stack for autonomous vehicles that runs on a range of different hardware, including its latest chip. The stack has been demonstrated on the new low-power CV3-AD chip, providing self-driving capabilities up to SAE Level 3, while also running on other hardware. The stack runs entirely on the CV3-AD chip, built in a 5 nm CMOS process to provide environmental perception and route planning to create HD maps in real time from SD resolution data. The stack is carefully optimised to minimise the processing load and the need for external memory accesses to keep the power consumption of the chip under 30 W, compared with 300 W for other chips for autonomous driving. It means the electronic control unit does not have to be liquid-cooled. The chip has up to eight ARM Cortex A78AE CPU cores with a dual-core, lockstep pair of Cortex-R52 cores, which support functional safety to the ASIL-B standard. There are up to six custom AI accelerator cores that support 8 bit and 4 bit data in the neural networks. Read more ➡ https://lnkd.in/ea-ZSDG3 #uncrewedsystemstechnology #autonomousvehicles #autonomoussystems #selfdriving

I am glad to have participated in the recent review of the research project Mannheim-CeCaS (CentralCarServer) at TU München by presenting my part in the AI-accelerator work package with a coordinating role. The aim of the project is to develop an #automotive #supercomputing platform and AI acceleration can assist in ADAS and Autonomous Driving use cases. Different AI approaches are required to tackle the complexity of the applications, from server-side solutions to near-sensor edge computing and low-power neuromorphic computing, which was also part of our work package. Τhe discussion that followed highlighted the significance of the HW/SW Co-Design, a Toolchain for the optimal use of hardware, and the Reliability Analysis as part of the safety and security subject that is crucial for automotive electronics. #CeCaS #autonomousdriving #ai #ADAS

It's getting hard to keep up with the almost daily updates to Artificial intelligence models that could accelerate the training of robots for Logistics applications. These innovations promise significant improvements in AI-driven logistics, supply chain management, and autonomous vehicle operations. Well worth a read.

This new 3D method can track fast-moving objects at unprecedented speeds: https://bit.ly/3VAu1IE With a real-time tracking approach based on single-pixel imaging, the technique doesn’t require any prior motion information and can be performed with minimal computational resources. The technology could enhance autonomous driving, industrial inspection and security systems. Published in #OPG_OL Tsinghua University #imaging #3D #technology #scienceandtechnology

Exciting news in the world of computer vision! The new Real-time Detection Transformer (RT-DETR) is setting new benchmarks in object detection, surpassing the popular YOLO models in both speed and accuracy. Key Highlights: • Efficient hybrid encoder for multi-scale feature processing • Adjustable decoder layers for flexible speed-accuracy tradeoffs • Impressive performance: up to 54.3% AP on COCO dataset at 74 FPS This advancement could revolutionize applications in autonomous driving, surveillance, and robotics. 📊 Performance Metrics: • RT-DETR-R50: 53.1% AP, 108 FPS on T4 GPU • RT-DETR-R101: 54.3% AP, 74 FPS 🔍 What are your thoughts on this development? How might RT-DETR impact your industry or projects? 📄 Read the full paper: https://lnkd.in/dVSvMHNe 🧠 Explore the models: https://lnkd.in/dKj2EvBh #ArtificialIntelligence #ComputerVision #MachineLearning #Innovation

⚡Anyverse and Sony Semiconductor are collaborating to ensure sensor and AI model seamless integration to accelerate ADAS deployment Thanks to Anyverse synthetic data solution incorporating Sony Image Sensor Models, perception teams using or planning on using those sensors can now generate highly accurate synthetic datasets and physically-based sensor simulation to evaluate and test their Advanced Driver Assistance System (ADAS) and Automated Driving AI models. 🟢Learn more https://lnkd.in/dDZrEWun #Automotive #ADAS #AutonomousDriving #Sony #SensorSimulation #ImageSensors #MachineVision

Want to shape the future of autonomous machines? Join us at ADAS & AV and Eurosatory this June. Let's discuss the latest simulation advancements and AI innovations. Contact us to book a meeting and let's discuss your projects. #avtexpostuttgart #eurosatory #simulation #sensor #syntheticdata #artificialintelligence