Apex.AI’s Post

Calling all ADAS, AV, and Perception Engineers! Tired of the time-consuming struggle to gather diverse weather data? Sensor Expansion from Oxa offers a faster solution: - Generate a range of weather and illumination transformations - Produce photorealistic images while preserving object integrity - Utilise pre-optimised models for driving in various conditions, requiring no further fine-tuning Try it on 5,000 images – free! DM for details or send me an email: [email protected] #SensorExpansion #AutonomousVehicles #GenAI

Come explore the Autel IA900 and 14K scissor lift workflow, along with an introduction to REVV and insights on identifying ADAS for Mechanical Repair: Identification, Diagnostics, Alignment, & ADAS Calibration. #Autel #IA900 #REVV

YOLOv9: A Leap in Real-Time Object Detection 🚀 The latest in the YOLO series, YOLOv9, is revolutionizing object detection by delivering higher accuracy with fewer computational resources. Here’s how YOLOv9 is pushing the boundaries ⬇️ ↳ Introducing GELAN: YOLOv9 brings the General Efficient Layer Aggregation Network (GELAN), a new architecture designed to maximize performance while minimizing parameters, perfect for real-time applications on devices with limited processing power. ↳ New Training Technique – PGI: The model incorporates Programmable Gradient Information (PGI), a technique that stabilizes gradient flows, improving convergence, especially for smaller model configurations. ↳ Faster & More Efficient: With GELAN and PGI working together, YOLOv9 sets a new benchmark for efficiency in object detection, making it faster and ideal for industries like self-driving cars, security, and embedded systems. YOLOv9 is not just an upgrade; it’s a leap forward in real-time detection technology! 🔍 💻 How do you think YOLOv9 will impact industries like autonomous driving and security? Share your thoughts below! #YOLOv9 #ObjectDetection #AIRevolution #RealTimeDetection #ComputerVision #SelfDrivingCars

Solving problems with artificial vision? It's on NVS's radar!✅ NVS checks the centering of the laser beam and the state of the nozzle. Thanks to machine learning algorithms, it can suggest solutions that help to reduce waste. NVS is an option available for both the Salvagnini L3 and L5 laser models, whatever the size or power! #salvagnini #beyondmanufacturing #sheetmetal #machinetools #steelmanufacturing #sheetmetalprocessing #metalfabricatingmachinery #manufacturingprocess #lasercuttingmachine #fiberlaser

Solving problems with artificial vision? It's on NVS's radar!✅ NVS checks the centering of the laser beam and the state of the nozzle. Thanks to machine learning algorithms, it can suggest solutions that help to reduce waste. NVS is an option available for both the Salvagnini L3 and L5 laser models, whatever the size or power!

#COMPUTEX2024Exhibitor #TaiNEX1 #N0814 Turing Drive Solution for vehicle manufacturers consists of two primary core systems of the Turing Drive System: AutoDrive and SyncDrive. AutoDrive -Autonomous Driving Edge includes HD maps, Perception, Localization, Planning and control modules, etc. It can match appropriate sensors and computing platforms according to vehicle models and application environments. SyncDrive -Cloud based Operation System task management and fleet operation systems are developed based on different application scenarios, including vehicle and field facility management, task dispatching, data analysis backend and other modules. Read the product introduction here: >>> https://lnkd.in/gUxHAjPB

Wrapping Up Our Conference Month & Sneak Peek to AVL SIMpulse! In this week's episode, we’re wrapping up an exciting month of conferences with a great sense of accomplishment and confirmation that our focus on credible perception simulation is the right one. 🌟 From insightful discussions at ASAM Quantifying Simulation Quality, IPG Apply & Innovate, carhs ADAS Experience, AVL Simulation Conference Germany, and Graz Symposium Virtual Vehicle, we’ve had fantastic opportunities to connect, share, and push forward the conversation on sensor model validation and digital twins for virtual testing. A major finding of the month is the potential to connect proving grounds and virtual testing by slightly upgrading the data collection processes. This enhancement allows for more efficient use of the data in modeling and model validation, making the connection between physical and virtual testing even more seamless. We will definitely be pursuing this further in our development efforts! Now, we’re gearing up for our next event: the #AVL #SIMpulse on the 8th of October! 🚀 This free online event will center around Simulation for Safety, and our CEO, Dr. Philipp Rosenberger, will dive into the essential topic of #Credible #Perception #Sensor #Simulation and #Model #Validation. It’s a very convenient opportunity for everyone to join the discussion and explore the future of simulation safety. Registration is available here: https://lnkd.in/epEu9dcE Stay tuned and don't miss it! #AVLSIMpulse #Persival #AVL #VirtualTesting #Safety

⚡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

Accurate perception is essential - for correct responses when it comes to mission-critical automotive radar sensor applications.

Elevate your automotive vision with the Neousys Technology PCIe-GL26 🚗💡! AI-powered, supporting 6 GMSL2 cameras for unmatched vision capabilities in autonomous tech. With NVIDIA® Jetson Xavier™ NX, expect stellar AI performance 🌟. Ready for any challenge, any weather 🌦️. #Neousys #AIRevolution #AutonomousDriving #Innovation 💥 Explore now and transform your vision system! ➡️