{"product_id":"edge-ai-performance-on-nvidia-jetson-mastering-orin-nano-and-tensorrt-for-real-time-computer-vision-and-robotics-projects-9798248404292","title":"Edge AI Performance on NVIDIA Jetson: Mastering Orin Nano and TensorRT for Real-Time Computer Vision and Robotics Projects","description":"\u003cp\u003e • Author(s): Thomas O. Greene\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - Computer Vision \u0026amp; Pattern Recognit\u003c\/p\u003e\u003cp\u003e\u003cb\u003eUnlock the Full Raw Power of the NVIDIA Jetson Orin Nano Super.\u003c\/b\u003e\u003cbr\u003eThe world of AI is moving away from the cloud. The real revolution is happening at the \u003cb\u003eEdge\u003c\/b\u003e. But having the hardware isn't enough-you need to know how to squeeze every single TOPS of performance out of it.\u003cbr\u003eWhether you are building autonomous drones, industrial robots, or local Generative AI systems, \u003cb\u003eEdge AI Performance on NVIDIA Jetson\u003c\/b\u003e is the definitive engineering blueprint for high-speed, low-latency deployment. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cb\u003eWhy this book is the \"Industry Bible\" for Jetson Developers: \u003c\/b\u003e\u003cbr\u003eWhile others struggle with thermal throttling and \"out of memory\" errors, you will learn the silicon-level secrets to professional optimization. This isn't a beginner's \"unboxing\" guide-it is a deep dive into the JetPack 6.x ecosystem designed for developers who need their models to run 7x faster. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eInside, you will master: \u003c\/b\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eThe TensorRT Mastery: \u003c\/b\u003eConvert PyTorch and ONNX models into high-performance engines using INT8 Quantization and Entropy Calibration.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eGenerative AI at the Edge: \u003c\/b\u003eDeploy Llama 3 and Mistral locally. Learn to fit 7B parameter models into 8GB RAM using 4-bit AWQ.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eVision AI Domination: \u003c\/b\u003eBenchmarks and deployment strategies for YOLO11, real-time segmentation, and pose estimation.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eZero-Copy Architectures: \u003c\/b\u003eEliminate the \"Memory Wall\" by mastering Unified Memory and pinned memory buffers.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eIsaac ROS \u0026amp; Robotics: \u003c\/b\u003eBuild hardware-accelerated vSLAM and navigation stacks that offload heavy compute to the DLA and PVA.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eIndustrial-Grade Security: \u003c\/b\u003eProtect your IP with Secure Boot, Disk Encryption (LUKS), and Trusted Execution Environments (TEE).\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eThree Sample Blueprints Included: \u003c\/b\u003e\u003col\u003e\n\u003cli\u003e\n\u003cb\u003eSmart City: \u003c\/b\u003eMulti-camera traffic analytics at 30+ FPS.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eAgri-Tech: \u003c\/b\u003eAutonomous weed detection and precise spraying robots.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eMed-Tech: \u003c\/b\u003eReal-time surgical tool tracking with sub-10ms latency.\u003c\/li\u003e\n\u003c\/ol\u003e\u003cb\u003eStop guessing. Start accelerating. \u003c\/b\u003eWritten for the current hardware landscape, this guide ensures your projects are future-proof, secure, and blistering fast. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eReady to dominate the Edge?\u003c\/b\u003e\u003cbr\u003eDon't let your hardware sit idle at 10% utilization. Join the elite tier of developers building the next generation of autonomous intelligence.\u003cbr\u003eClick the \"\u003cb\u003eBuy\" \u003c\/b\u003eicon above and transform your NVIDIA Jetson into a high-performance AI powerhouse today!","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47569611554967,"sku":"9798248404292","price":1517.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798248404292.webp?v=1774878413","url":"https:\/\/atlanticbooks.com\/products\/edge-ai-performance-on-nvidia-jetson-mastering-orin-nano-and-tensorrt-for-real-time-computer-vision-and-robotics-projects-9798248404292","provider":"Atlantic Books","version":"1.0","type":"link"}