{"product_id":"connected-wise-llc-autonomous-vehicle-perception-3-front-cameras-orin-nx","title":"Autonomous Vehicle Perception 3 Front Cameras- Orin NX","description":"\u003cdiv class=\"product-block-list__item product-block-list__item--description details_product\"\u003e\u003cdiv class=\"card\"\u003e\n\u003cdiv class=\"card__header\"\u003e\r\n\u003ch2 class=\"card__title heading h3\"\u003eDescription\u003c\/h2\u003e\r\n\u003c\/div\u003e\n\u003cdiv class=\"card__section expandable-content desc-view-more\" id=\"main-description\"\u003e\n\u003cdiv class=\"rte text--pull\"\u003e\n\u003cul\u003e\r\n\u003cli\u003ePlug-and-Play Setup: Pre-trained models included \u0026amp; optimized for rapid deployment\r\n\u003c\/li\u003e\r\n\u003cli\u003eHigh Performance: TensorRT acceleration ensures fast inference speeds\r\n\u003c\/li\u003e\r\n\u003cli\u003eExtensible \u0026amp; Open-Source: Fully customizable for research or prototyping\r\n\u003c\/li\u003e\r\n\u003cli\u003eSeamless ROS2 Support: Perfect for roboticists and autonomous systems developers\r\n\u003c\/li\u003e\r\n\u003cli\u003eIdeal For: Autonomous vehicle researchers and developers, Robotics \u0026amp; AV prototyping teams, Academia and university labs focusing on perception systems, Hobbyists building real-time computer vision projects\r\n\u003c\/li\u003e\r\n\u003c\/ul\u003e\r\n\r\n\u003cp\u003e\u003c\/p\u003e\n\u003cp\u003eVisionSense™ is a cutting-edge, open-source perception system designed for autonomous vehicle research. Built around the powerful NVIDIA Jetson Orin Nano, it pairs versatile stereo and mono camera modules with a robust AI software stack, delivering real-time scene understanding out of the box.\u003c\/p\u003e\r\n\u003cp\u003eBy packaging all the critical hardware and advanced AI models in one integrated package, VisionSense™ empowers both professionals and enthusiasts to jump-start their work in autonomous perception straight out of the box.\u003c\/p\u003e\r\n\u003c\/div\u003e\n\u003cbutton class=\"expandable-content__toggle\" aria-expanded=\"false\" aria-controls=\"main-description\"\u003e\u003cspan class=\"expandable-content__toggle-icon\"\u003e\u003c\/span\u003e\u003cspan class=\"expandable-content__toggle-text\" data-view-more=\"View more\" data-view-less=\"View less\"\u003eView more\u003c\/span\u003e\u003c\/button\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\u003c\/div\u003e\u003cdiv class=\"card details_product\"\u003e\n\u003cbutton class=\"card__collapsible-button\" data-action=\"toggle-collapsible\" aria-expanded=\"false\" aria-controls=\"unique-tab-2\"\u003e\r\n\u003cspan class=\"card__title heading h3\"\u003eWhat's Included\u003c\/span\u003e\r\n\u003cspan\u003e\r\n\u003csvg focusable=\"false\" class=\"icon icon--arrow-bottom\" viewbox=\"0 0 12 8\" role=\"presentation\"\u003e\r\n\u003cpath stroke=\"currentColor\" stroke-width=\"2\" d=\"M10 2L6 6 2 2\" fill=\"none\" stroke-linecap=\"square\"\u003e\u003c\/path\u003e\r\n\u003c\/svg\u003e\r\n\u003c\/span\u003e\r\n\u003c\/button\u003e\r\n\u003cdiv id=\"unique-tab-2\" class=\"card__collapsible\"\u003e\r\n\u003cdiv class=\"card__collapsible-content\"\u003e\r\n\u003cdiv class=\"rte text--pull\"\u003e\r\n\u003cp\u003eJetson Orin NX Super 8GB Development Board\u003c\/p\u003e\r\n\u003cp\u003eStereo Camera Module\u003c\/p\u003e\r\n\u003cp\u003eMono Camera Module\u003c\/p\u003e\r\n\u003cp\u003eAll Necessary Cables\u003c\/p\u003e\r\n\u003cp\u003eMounting Hardware\u003c\/p\u003e\r\n\r\n\u003c\/div\u003e\r\n\u003c\/div\u003e\r\n\u003c\/div\u003e\n\u003c\/div\u003e\u003cdiv class=\"card details_product\"\u003e\n\u003cbutton class=\"card__collapsible-button\" data-action=\"toggle-collapsible\" aria-expanded=\"false\" aria-controls=\"unique-tab-3\"\u003e\r\n\u003cspan class=\"card__title heading h3\"\u003eDimensions\u003c\/span\u003e\r\n\u003cspan\u003e\r\n\u003csvg focusable=\"false\" class=\"icon icon--arrow-bottom\" viewbox=\"0 0 12 8\" role=\"presentation\"\u003e\r\n\u003cpath stroke=\"currentColor\" stroke-width=\"2\" d=\"M10 2L6 6 2 2\" fill=\"none\" stroke-linecap=\"square\"\u003e\u003c\/path\u003e\r\n\u003c\/svg\u003e\r\n\u003c\/span\u003e\r\n\u003c\/button\u003e\r\n\u003cdiv id=\"unique-tab-3\" class=\"card__collapsible\"\u003e\r\n\u003cdiv class=\"card__collapsible-content\"\u003e\r\n\u003cdiv class=\"rte text--pull\"\u003e\r\n6\" x 6.5\" x 1.5\" (without packaging)\r\n\r\n\u003c\/div\u003e\r\n\u003c\/div\u003e\r\n\u003c\/div\u003e\n\u003c\/div\u003e\u003cdiv class=\"card details_product\"\u003e\n\u003cbutton class=\"card__collapsible-button\" data-action=\"toggle-collapsible\" aria-expanded=\"false\" aria-controls=\"unique-tab-5\"\u003e\r\n\u003cspan class=\"card__title heading h3\"\u003eMultimedia\u003c\/span\u003e\r\n\u003cspan\u003e\r\n\u003csvg focusable=\"false\" class=\"icon icon--arrow-bottom\" viewbox=\"0 0 12 8\" role=\"presentation\"\u003e\r\n\u003cpath stroke=\"currentColor\" stroke-width=\"2\" d=\"M10 2L6 6 2 2\" fill=\"none\" stroke-linecap=\"square\"\u003e\u003c\/path\u003e\r\n\u003c\/svg\u003e\r\n\u003c\/span\u003e\r\n\u003c\/button\u003e\r\n\u003cdiv id=\"unique-tab-5\" class=\"card__collapsible\"\u003e\r\n\u003cdiv class=\"card__collapsible-content\"\u003e\r\n\u003cdiv class=\"rte text--pull\"\u003e\r\n\u003cp\u003e\u003c\/p\u003e\n\u003cdiv id=\"iframe-video-1\" class=\"video-wrapper\"\u003e\u003c\/div\u003e\r\n\u003cp\u003e\u003c\/p\u003e\n\u003cdiv id=\"iframe-video-2\" class=\"video-wrapper\"\u003e\u003c\/div\u003e\r\n\u003cp\u003e\u003c\/p\u003e\n\u003cdiv id=\"iframe-video-3\" class=\"video-wrapper\"\u003e\u003c\/div\u003e\r\n\u003cscript\u003edocReady(function() {$('button[aria-controls=unique-tab-5]').one('click',function() {$(\"#iframe-video-1\").html('\u003ciframe frameborder=\"0\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/5_t5bN0x3M8\" width=\"560\" title=\"Autonomous Vehicle Perception 3 Front Cameras- Orin NX\" loading=\"lazy\"\u003e\u003c\/iframe\u003e');$(\"#iframe-video-2\").html('\u003ciframe frameborder=\"0\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/ASKsshIhYRE\" width=\"560\" title=\"Autonomous Vehicle Perception 3 Front Cameras- Orin NX\" loading=\"lazy\"\u003e\u003c\/iframe\u003e');$(\"#iframe-video-3\").html('\u003ciframe frameborder=\"0\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/RrJoUyp4sAY\" width=\"560\" title=\"Autonomous Vehicle Perception 3 Front Cameras- Orin NX\" loading=\"lazy\"\u003e\u003c\/iframe\u003e');})});\u003c\/script\u003e\r\n\u003c\/div\u003e\r\n\u003c\/div\u003e\r\n\u003c\/div\u003e\n\u003c\/div\u003e\u003cdiv class=\"card details_product\"\u003e\n\u003cbutton class=\"card__collapsible-button\" data-action=\"toggle-collapsible\" aria-expanded=\"false\" aria-controls=\"unique-tab-7\"\u003e\r\n\u003cspan class=\"card__title heading h3\"\u003eSpecifications\u003c\/span\u003e\r\n\u003cspan\u003e\r\n\u003csvg focusable=\"false\" class=\"icon icon--arrow-bottom\" viewbox=\"0 0 12 8\" role=\"presentation\"\u003e\r\n\u003cpath stroke=\"currentColor\" stroke-width=\"2\" d=\"M10 2L6 6 2 2\" fill=\"none\" stroke-linecap=\"square\"\u003e\u003c\/path\u003e\r\n\u003c\/svg\u003e\r\n\u003c\/span\u003e\r\n\u003c\/button\u003e\r\n\u003cdiv id=\"unique-tab-7\" class=\"card__collapsible\"\u003e\r\n\u003cdiv class=\"card__collapsible-content\"\u003e\r\n\u003cdiv class=\"rte text--pull\"\u003e\r\n\u003cp\u003eAI Capabilities \u0026amp; Models\u003c\/p\u003e\r\n\u003cp\u003eLane Detection \u0026amp; Segmentation: Uses CLRerNet (SOTA) with TensorRT acceleration; achieves 81.5% F1 on CULane and 95% on TuSimple benchmarks.\u003c\/p\u003e\r\n\u003cp\u003eObject Detection \u0026amp; Tracking: Employs YOLOv13 (trained on 135k images) for 10 object classes; up to 71% mAP@50; BoT-SORT for multi-object tracking.\u003c\/p\u003e\r\n\u003cp\u003eTraffic Sign \u0026amp; Light Recognition: Detects and classifies regulatory signs and traffic light states in real time.\u003c\/p\u003e\r\n\u003cp\u003eDepth Estimation: Stereo-based 3D depth mapping for obstacle detection and environment understanding.\u003c\/p\u003e\r\n\u003cp\u003eCompute Platform\u003c\/p\u003e\r\n\u003cp\u003eNVIDIA Jetson Orin NX Super 8GB\u003c\/p\u003e\r\n\u003cp\u003eAI Performance: 117 TOPS (INT8)\u003c\/p\u003e\r\n\u003cp\u003eCPU: 8-core ARM Cortex-A78AE\u003c\/p\u003e\r\n\u003cp\u003eGPU: 1024-core NVIDIA Ampere GPU\u003c\/p\u003e\r\n\u003cp\u003eMemory: 8GB 128-bit LPDDR5\u003c\/p\u003e\r\n\u003cp\u003eStorage: 128GB\u003c\/p\u003e\r\n\u003cp\u003eCamera Interface: MIPI CSI-2 (4 lanes)\u003c\/p\u003e\r\n\u003cp\u003eStereo Resolution: 1920×1080 @ 60fps\u003c\/p\u003e\r\n\u003cp\u003eMono Resolution: 3840×2160 @ 30fps\u003c\/p\u003e\r\n\u003cp\u003eOperating System: Ubuntu 22.04 LTS\u003c\/p\u003e\r\n\u003cp\u003ePower Consumption: 15W – 40W\u003c\/p\u003e\r\n\r\n\u003c\/div\u003e\r\n\u003c\/div\u003e\r\n\u003c\/div\u003e\n\u003c\/div\u003e","brand":"VisionSense","offers":[{"title":"Default Title","offer_id":52708531634540,"sku":"RM-CNWE-005","price":945.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0573\/9026\/8577\/files\/4973db2c_visionsense1.webp?v=1758885137","url":"https:\/\/www.robotshop.com\/products\/connected-wise-llc-autonomous-vehicle-perception-3-front-cameras-orin-nx","provider":"RobotShop USA","version":"1.0","type":"link"}