The Renesas RZ/V2H is a high-end AI MPU featuring Renesas' proprietary dynamically reconfigurable processor AI accelerator (DRP-AI3), quad Arm Cortex-A55 ( ) Linux processors, and dual Cortex-R8 (800MHz) real-time processors. Additionally, the RZ/V2H includes another dynamically reconfigurable processor (DRP) capable of accelerating image processing, such as OpenCV, and dynamics calculations essential for robotics applications. This MPU is equipped with high-speed interfaces like PCIe, USB 3.2, and Gigabit Ethernet, making it suitable for applications such as autonomous robots and machine vision in factory automation, where advanced AI processing is required with low power consumption. With seven ARM cores in total, comprising four Cortex-A55 cores, dual Cortex-R8 cores, and a Cortex-M33 core for housekeeping and sensoring tasks, the RZ/V2H offers remarkable performance while maintaining efficiency. The DRP-AI3, representing the third generation of Renesas' AI accelerator technology, delivers an unprecedented power efficiency of 10 TOPS per watt, setting a new standard in the industry. This efficiency is achieved through innovative technologies such as transitioning from floating point 16 to int8, effectively doubling power efficiency, and pruning technology, which eliminates unnecessary neural network weights to optimize performance. The RZ/V2H's performance is impressive, offering up to 80 TOPS in SP mode and 8 TOPS in dense mode with a complete neural network, which is a tenfold improvement over previous generations. Remarkably, this level of performance is achieved without the need for a heatsink or fan, making it a standout in the embedded device market. The evaluation board for the RZ/V2H is available for testing purposes, with partners already producing SBCs and system-on-module devices for mass production. The MPU is priced at approximately €1,000, primarily targeting industry professionals who seek to develop on this platform. With mass production already underway, Renesas plans to introduce a smaller sibling to the RZ/V2H with similar performance but a reduced feature set. The primary target market for the RZ/V2H is robotics applications, benefiting from its capabilities in surrounding view processing and real-time performance for motor control. The MPU's robust software support, including an AI SDK and 10-year maintenance support under the Civil Infrastructure Program (CIP) kernel, makes it an attractive option for industrial customers requiring long-term reliability and support. Watch all my videos from the Embedded World 2024 here: Description by Chatgpt. This video was filmed using the DJI Pocket 3 ($669 at ), watch all my DJI Pocket 3 videos here Please support my work. You can donate any amount "Value for Value!" to my or even better (no fees) to my wise account: charbax@ (you can join Wise for free at ) If you consider renting out a room or your home or your second home to make extra income, please use my link to sign up to Airbnb I would get a €295 commission from Airbnb, when you list your space and complete a first qualifying stay. You will get €23, too. I appreciate this very much! I absolutely love Airbnb, it has changed the lives of millions of people around the world! Watch this video where I talk about Airbnbs in Turkey for example Please Join as an Early Access Member on my YouTube channel at and for about $5/month you get instant Early Access to all my videos immediately as I upload all my videos nightly from the conferences that I attend, instantly accessible to my members as I share them publicly at the rate of about 2 or 3 videos per day over the weeks following the show. If you represent a cool company, let me know contact me charbax@ and I can do a video with your company at any trade show I attend or remotely! If you represent a company or if you are rich 😃 please join my channel at as a $50/month "Your Link as a Sponsor" member then I will list your name, your company name or/and your social media/channel link (whichever you want) as sponsor of my channel at the bottom of all my youtube video descriptions that I publish for as long as you're remain a $50/month member! Thanks a lot for your support! The more you support me, the more events I can attend and the more content I can publish. Thanks for watching!