{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-07-23T07:21:26.498Z","headline":"NVIDIA 发布 DeepStream 9.1，新增 13 项智能体技能与多视角 3D 追踪","description":"NVIDIA 发布 DeepStream 9.1，新增 13 项 agentic skills，支持通过自然语言描述构建多摄像头视觉管线。核心技能 MV3DT 将多摄像头检测投影至统一 3D 坐标系，为跨视角目标分配全局一致的 ID；AMC 技能可自动估算摄像头内外参，替代手动棋盘格标定。","url":"https://www.aioga.com/news/cmrqrzrvp0219biurpnqyo4vy/","mainEntityOfPage":"https://www.aioga.com/news/cmrqrzrvp0219biurpnqyo4vy/","datePublished":"2026-07-18T19:16:22.000Z","dateModified":"2026-07-18T19:16:22.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://www.marktechpost.com/2026/07/18/nvidia-released-deepstream-9-1-bringing-agentic-ai-to-vision-ai-with-13-skills-and-multi-view-3d-tracking","https://aihot.virxact.com/items/cmrqrzrvp0219biurpnqyo4vy"],"canonicalUrl":"https://www.aioga.com/news/cmrqrzrvp0219biurpnqyo4vy/","directAnswer":{"@type":"Answer","text":"Aioga 编辑摘要：NVIDIA 发布 DeepStream 9.1，新增 13 项 agentic skills，支持通过自然语言描述构建多摄像头视觉管线。 Aioga 将其归入「产品更新」方向，重点关注它对真实使用和行业竞争的影响。","url":"https://www.aioga.com/news/cmrqrzrvp0219biurpnqyo4vy/","dateCreated":"2026-07-18T19:16:22.000Z","author":{"@type":"Organization","@id":"https://www.aioga.com/authors/aioga-editorial/#editorial-team","name":"Aioga Editorial Team","url":"https://www.aioga.com/authors/aioga-editorial/"}},"evidence":[{"@type":"CreativeWork","name":"marktechpost.com source article","url":"https://www.marktechpost.com/2026/07/18/nvidia-released-deepstream-9-1-bringing-agentic-ai-to-vision-ai-with-13-skills-and-multi-view-3d-tracking","datePublished":"2026-07-18T19:16:22.000Z","provider":{"@type":"Organization","name":"marktechpost.com","url":"https://www.marktechpost.com/2026/07/18/nvidia-released-deepstream-9-1-bringing-agentic-ai-to-vision-ai-with-13-skills-and-multi-view-3d-tracking"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.virxact.com/items/cmrqrzrvp0219biurpnqyo4vy","datePublished":"2026-07-18T19:16:22.000Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.virxact.com/items/cmrqrzrvp0219biurpnqyo4vy"}}],"aggregationSource":"MarkTechPost（RSS）","originalPublisher":{"name":"marktechpost.com","url":"https://www.marktechpost.com/2026/07/18/nvidia-released-deepstream-9-1-bringing-agentic-ai-to-vision-ai-with-13-skills-and-multi-view-3d-tracking"},"article":{"id":"cmrqrzrvp0219biurpnqyo4vy","slug":"cmrqrzrvp0219biurpnqyo4vy","url":"https://www.aioga.com/news/cmrqrzrvp0219biurpnqyo4vy/","title":"NVIDIA 发布 DeepStream 9.1，新增 13 项智能体技能与多视角 3D 追踪","title_en":"NVIDIA Released DeepStream 9.1： Bringing Agentic AI to Vision AI With 13 Skills and Multi-View 3D Tracking","summary":"NVIDIA 发布 DeepStream 9.1，新增 13 项 agentic skills，支持通过自然语言描述构建多摄像头视觉管线。核心技能 MV3DT 将多摄像头检测投影至统一 3D 坐标系，为跨视角目标分配全局一致的 ID；AMC 技能可自动估算摄像头内外参，替代手动棋盘格标定。","source":"MarkTechPost（RSS）","sourceUrl":"https://www.marktechpost.com/2026/07/18/nvidia-released-deepstream-9-1-bringing-agentic-ai-to-vision-ai-with-13-skills-and-multi-view-3d-tracking","aiHotUrl":"https://aihot.virxact.com/items/cmrqrzrvp0219biurpnqyo4vy","publishedAt":"2026-07-18T19:16:22.000Z","category":"产品更新","score":56,"selected":false,"articleBody":["NVIDIA just released DeepStream 9.1：https://github.com/NVIDIA/DeepStream . The update targets a persistent problem in video analytics. Tracking one object across many cameras traditionally requires manual camera calibration and complicated calculations. DeepStream 9.1 addresses this with two additions: Multi-View 3D Tracking (MV3DT) and AutoMagicCalib (AMC). Both ship as agentic skills for coding agents. As a result, developers move from concept to a running pipeline faster.","To understand the update, start with the base platform. DeepStream is NVIDIA’s streaming analytics toolkit for AI-based video and image understanding. It provides a GStreamer-based framework for multi-stream, multi-model inference on NVIDIA GPUs. Pipelines combine hardware-accelerated decoding and encoding, TensorRT inference, object tracking, and message-broker integration.","Building on that base, version 9.1 adds five notable items:","Among those additions, MV3DT is the main skill, so consider how it works. At its core, MV3DT projects detections from multiple calibrated cameras into a shared 3D coordinate system. It then associates observations of the same object across camera views. Finally, it assigns one globally consistent object ID.","Concretely, the data flow runs in four stages. For detection, each camera stream runs an object detector. MV3DT supports three models out of the box:","Next, for monocular 3D perception, each camera uses a 3×4 projection matrix stored in a YAML calibration file. This back-projects 2D bounding boxes into 3D world-space coordinates using a ground-plane assumption. Then, for multi-view association, the tracker shares tracklets using Message Queuing Telemetry Transport (MQTT). MQTT is a lightweight pub/sub messaging protocol. When two cameras observe the same person, it matches tracklets by proximity in 3D world space.","After association, results stream out in three forms. The On-Screen Display (OSD) shows a tiled grid with 2D and 3D bounding boxes. The Bird’s-Eye View (BEV) renders a top-down trajectory map. Kafka messaging delivers per-frame protobuf metadata, including sensor ID, object ID, and 3D bounding box.","MV3DT depends on calibrated cameras, which traditionally means checkerboards and downtime. Instead, AMC calibrates a network by analyzing tracked objects in existing video files or streams. It estimates each camera’s intrinsic parameters (focal length, principal point, lens distortion). It also estimates extrinsic parameters (rotation, translation, world position).","Under the hood, the pipeline runs five stages. These are per-camera trajectory extraction, single-view rectification, multi-view tracklet matching, bundle adjustment, and optional VGGT refinement. VGGT (Visual Geometry Grounded Transformer) helps when object movement is limited. AMC runs as a microservice with REST APIs and a web interface. Users supply only a layout image and a few alignment points.","With MV3DT and AMC defined, the delivery mechanism is the skills themselves. Rather than editing configuration files, you describe intent in natural language. The skills work with Claude Code, Codex, Cursor, and similar agents. Setup is short:","After launching the agent, a single prompt runs the reference app:","From there, the MV3DT skill validates prerequisites, pulls the container, and installs Kafka and Mosquitto broker services. It also downloads model weights, generates the pipeline config, and launches tracking. Notably, if calibration files are missing, it triggers the AMC skills automatically.","For context, the table below shows what changed between releases.","Given these capabilities, the features map to concrete deployments:","To see the mechanism, the embedded demo below animates one person walking between three camera fields of view. Toggle between naive per-camera 2D tracking and MV3DT 3D fusion to watch the object ID stay consistent.","Need to partner with us for promoting your GitHub Repo OR Hugging Face Page OR Product Release OR Webinar etc.? Connect with us ：https://forms.gle/wbash1wF6efRj8G58","Asif Razzaq is the CEO of Marktechpost Media Inc.. As a visionary entrepreneur and engineer, Asif is committed to harnessing the potential of Artificial Intelligence for social good. His most recent endeavor is the launch of an Artificial Intelligence Media Platform, Marktechpost, which stands out for its in-depth coverage of machine learning and deep learning news that is both technically sound and easily understandable by a wide audience. The platform boasts of over 2 million monthly views, illustrating its popularity among audiences.","Build an Agentic Event Venue Operator [Full Codes]：https://pxllnk.co/twdn5","Thanks! Our team will contact you soon"],"articleImages":[{"sourceUrl":"https://www.marktechpost.com/wp-content/uploads/2019/06/Screen-Shot-2021-09-14-at-9.02.24-AM-300x300.png","alt":"","afterParagraph":15,"url":"/media/articles/cmrqrzrvp0219biurpnqyo4vy/787a6d54564e8e19.webp"},{"sourceUrl":"https://www.marktechpost.com/wp-content/uploads/2026/07/blog19132-36-100x70.png","alt":"Perplexity AI Releases WANDR","afterParagraph":16,"url":"/media/articles/cmrqrzrvp0219biurpnqyo4vy/c5dd5ffe944a5f8b.webp"},{"sourceUrl":"https://www.marktechpost.com/wp-content/uploads/2026/07/blog19132-35-100x70.png","alt":"10 Open-Source No-Code Platforms for Building LLM Apps, RAG Systems, and AI Agents","afterParagraph":16,"url":"/media/articles/cmrqrzrvp0219biurpnqyo4vy/330c02f0ca218ba6.webp"},{"sourceUrl":"https://www.marktechpost.com/wp-content/uploads/2026/07/blog19132-34-100x70.png","alt":"Kimi K3 vs DeepSeek V4 Pro vs GLM-5.2","afterParagraph":16,"url":"/media/articles/cmrqrzrvp0219biurpnqyo4vy/a80f941097ee6a50.webp"},{"sourceUrl":"https://www.marktechpost.com/wp-content/uploads/2026/07/blog19132-33-100x70.png","alt":"Fine-Tuning Qwen3 with LoRA Using NVIDIA NeMo AutoModel","afterParagraph":16,"url":"/media/articles/cmrqrzrvp0219biurpnqyo4vy/6fe6f7b6366a31dc.webp"}],"mediaStatus":"ok","articleBodyZh":["NVIDIA 刚刚发布了 DeepStream 9.1：https://github.com/NVIDIA/DeepStream。此次更新针对视频分析中的一个长期存在的问题。传统上，要在多台摄像机之间跟踪同一个物体，通常需要手动摄像机校准和复杂的计算。DeepStream 9.1 通过两个新增功能解决了这一问题：多视角 3D 跟踪（MV3DT）和自动魔法校准（AutoMagicCalib，AMC）。这两者都作为编程代理的智能技能提供。因此，开发者可以更快地从概念阶段进入运行中的处理管线。","要理解此次更新，先从基础平台开始。DeepStream 是 NVIDIA 提供的用于 AI 视频和图像理解的流分析工具包。它提供了一个基于 GStreamer 的框架，用于在 NVIDIA GPU 上进行多流、多模型推理。处理管线结合了硬件加速的解码和编码、TensorRT 推理、物体跟踪以及消息中间件集成。","在此基础上，9.1 版本增加了五个显著的新功能：","在这些新增功能中，MV3DT 是主要技能，所以需要了解它的工作原理。核心上，MV3DT 将来自多台校准摄像机的检测结果投射到一个共享的 3D 坐标系中。然后，它将不同摄像机视角下对同一物体的观测进行关联。最后，为每个物体分配一个全局一致的对象 ID。","具体来说，数据流分四个阶段运行。对于检测，每个摄像机流运行一个对象检测器。MV3DT 开箱即用支持三种模型：","接下来，对于单目 3D 感知，每台摄像机使用存储在 YAML 校准文件中的 3×4 投影矩阵。该矩阵将二维边界框反投影到假设地面平面的三维世界坐标中。然后，在多视角关联阶段，追踪器通过 MQTT（消息队列遥测传输）共享 tracklet。MQTT 是一种轻量级的发布/订阅消息协议。当两台摄像机观察到同一人时，它会根据三维世界空间中的接近程度匹配 tracklet。","关联完成后，结果以三种形式输出。屏幕显示（OSD）呈现一个带有二维和三维边界框的网格图。俯视图（BEV）渲染一个自上而下的轨迹地图。Kafka 消息传递提供每帧的 protobuf 元数据，包括传感器 ID、对象 ID 以及三维边界框。","MV3DT依赖于校准摄像头，这传统上意味着使用棋盘格和停机时间。相反，AMC通过分析现有视频文件或流中的跟踪对象来校准网络。它会估计每个摄像头的内参（焦距、主点、镜头畸变），还会估计外参（旋转、平移、世界位置）。","在底层，该流程运行五个阶段。这些阶段是每个摄像头的轨迹提取、单视图矫正、多视图小轨迹匹配、束调整和可选的VGGT精炼。VGGT（视觉几何基础转换器）在物体运动有限时提供帮助。AMC作为微服务运行，提供REST API和网页界面。用户只需提供布局图像和几个对齐点。","在定义了MV3DT和AMC之后，交付机制就是技能本身。无需编辑配置文件，你只需用自然语言描述意图。这些技能可与Claude Code、Codex、Cursor及类似代理协作。设置过程简短：","启动代理后，通过单个提示即可运行参考应用：","从这里，MV3DT技能会验证先决条件，拉取容器，并安装Kafka和Mosquitto代理服务。它还会下载模型权重，生成流水线配置，并启动跟踪。值得注意的是，如果校准文件缺失，它会自动触发AMC技能。","作为背景，下表显示了各版本之间的变化。","基于这些能力，功能对应到具体部署：","要查看机制，下面的嵌入式演示展示了一个人在三个摄像头视野间行走的动画。切换查看单摄像头二维跟踪和MV3DT三维融合，即可观察物体ID保持一致。","需要与我们合作来推广您的GitHub仓库或Hugging Face页面或产品发布或网络研讨会等吗？请与我们联系：https://forms.gle/wbash1wF6efRj8G58","Asif Razzaq 是 Marktechpost Media Inc. 的首席执行官。作为一个有远见的企业家和工程师，Asif 致力于利用人工智能的潜力为社会带来积极影响。他最近的努力是推出人工智能媒体平台 Marktechpost，该平台以对机器学习和深度学习新闻的深入报道而著称，这些报道既技术上可靠，又易于广大受众理解。该平台每月浏览量超过 200 万次，显示了其在观众中的受欢迎程度。","构建一个自主事件场地运营商 [完整代码]：https://pxllnk.co/twdn5","谢谢！我们的团队会尽快与您联系"],"translationStatus":"translated","bodyOrigin":"source-page","editorial":{"summary":"Aioga 编辑摘要：NVIDIA 发布 DeepStream 9.1，新增 13 项 agentic skills，支持通过自然语言描述构建多摄像头视觉管线。 Aioga 将其归入「产品更新」方向，重点关注它对真实使用和行业竞争的影响。","background":"背景分析：产品与工具类动态的价值取决于它是否解决明确场景、能否进入工作流，以及交付、价格和数据安全是否可接受。","viewpoint":"Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","implications":"影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。","nextStep":"后续观察：继续观察产品是否开放使用、用户反馈、定价、集成能力和后续版本更新。","evidenceRefs":["title","summary","articleBody"],"confidence":"medium","status":"published","aiGenerated":false,"autoApproved":true,"generatedBy":"rule-safe-fallback","generatedAt":"2026-07-23T07:30:40.570Z","sourceHash":"5d569c69cb312e37","validation":{"passed":true,"mode":"rule-safe-fallback","checks":["schema","length","source-attribution","no-html"]}},"tags":["产品更新","MarkTechPost（RSS）"],"translations":{"zh-CN":{"title":"NVIDIA 发布 DeepStream 9.1，新增 13 项智能体技能与多视角 3D 追踪","summary":"NVIDIA 发布 DeepStream 9.1，新增 13 项 agentic skills，支持通过自然语言描述构建多摄像头视觉管线。核心技能 MV3DT 将多摄像头检测投影至统一 3D 坐标系，为跨视角目标分配全局一致的 ID；AMC 技能可自动估算摄像头内外参，替代手动棋盘格标定。","category":"产品更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA 发布 DeepStream 9.1，新增 13 项智能体技能与多视角 3D 追踪 - Aioga AI资讯","description":"NVIDIA 发布 DeepStream 9.1，新增 13 项 agentic skills，支持通过自然语言描述构建多摄像头视觉管线。核心技能 MV3DT 将多摄像头检测投影至统一 3D 坐标系，为跨视角目标分配全局一致的 ID；AMC 技能可自动估算摄像头内外参，替代手动棋盘格标定。","url":"https://www.aioga.com/news/cmrqrzrvp0219biurpnqyo4vy/"},"en":{"title":"NVIDIA releases DeepStream 9.1, adding 13 new AI skills and multi-view 3D tracking","summary":"NVIDIA released DeepStream 9.1, adding 13 new agentic skills, supporting the construction of multi-camera vision pipelines through natural language descriptions. The core skill MV3DT projects multi-camera detections into a unified 3D coordinate system, assigning globally consistent IDs to cross-view objects; the AMC skill can automatically estimate camera intrinsic and extrinsic parameters, replacing manual checkerboard calibration.","category":"Products","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA releases DeepStream 9.1, adding 13 new AI skills and multi-view 3D tracking - Aioga AI News","description":"NVIDIA released DeepStream 9.1, adding 13 new agentic skills, supporting the construction of multi-camera vision pipelines through natural language descriptions. The core skill MV3...","url":"https://www.aioga.com/en/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:21:36.625Z"},"ja":{"title":"NVIDIA、DeepStream 9.1を発表、13の新しいエージェント機能とマルチビュー3Dトラッキングを追加","summary":"NVIDIAはDeepStream 9.1をリリースし、13の新しいエージェントスキルを追加し、自然言語の説明を通じて複数カメラのビジュアルパイプラインを構築できるようにしました。コアスキルのMV3DTは、複数のカメラの検出を統一された3D座標系に投影し、視点をまたぐターゲットにグローバルに一貫したIDを割り当てます；AMCスキルはカメラの内部パラメータと外部パラメータを自動で推定でき、手動のチェッカーボードキャリブレーションに代わります。","category":"製品更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA、DeepStream 9.1を発表、13の新しいエージェント機能とマルチビュー3Dトラッキングを追加 - Aioga AIニュース","description":"NVIDIAはDeepStream 9.1をリリースし、13の新しいエージェントスキルを追加し、自然言語の説明を通じて複数カメラのビジュアルパイプラインを構築できるようにしました。コアスキルのMV3DTは、複数のカメラの検出を統一された3D座標系に投影し、視点をまたぐターゲットにグローバルに一貫したIDを割り当てます；AMCスキルはカメラの内部パラメータと外...","url":"https://www.aioga.com/ja/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:21:48.799Z"},"ko":{"title":"NVIDIA, DeepStream 9.1을 발표하며 13가지 새로운 AI 에이전트 기능과 다중 시점 3D 추적 추가","summary":"NVIDIA는 DeepStream 9.1을 출시하며 13개의 새로운 에이전트 스킬을 추가하고, 자연어 설명을 통해 다중 카메라 비전 파이프라인을 구축할 수 있도록 지원합니다. 핵심 스킬 MV3DT는 다중 카메라 검출을 통합된 3D 좌표계로 투사하여, 시야를 넘어선 대상에게 전역 일관된 ID를 할당합니다. AMC 스킬은 카메라의 내·외부 파라미터를 자동으로 추정하여 수동 체스보드 보정의 대체가 가능합니다.","category":"제품 업데이트","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA, DeepStream 9.1을 발표하며 13가지 새로운 AI 에이전트 기능과 다중 시점 3D 추적 추가 - Aioga AI 뉴스","description":"NVIDIA는 DeepStream 9.1을 출시하며 13개의 새로운 에이전트 스킬을 추가하고, 자연어 설명을 통해 다중 카메라 비전 파이프라인을 구축할 수 있도록 지원합니다. 핵심 스킬 MV3DT는 다중 카메라 검출을 통합된 3D 좌표계로 투사하여, 시야를 넘어선 대상에게 전역 일관된 ID를 할당합니다. AMC 스킬은 카...","url":"https://www.aioga.com/ko/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:22:31.406Z"},"es":{"title":"NVIDIA lanza DeepStream 9.1, agregando 13 nuevas habilidades de agentes y seguimiento 3D multivista","summary":"NVIDIA lanza DeepStream 9.1, con 13 nuevas habilidades agenticas, que permiten construir canalizaciones visuales multicámara a través de descripciones en lenguaje natural. La habilidad central MV3DT proyecta la detección multicámara en un sistema de coordenadas 3D unificado, asignando ID globalmente consistentes a los objetos entre distintas vistas; la habilidad AMC puede estimar automáticamente los parámetros internos y externos de la cámara, reemplazando la calibración manual con tablero de ajedrez.","category":"Productos","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA lanza DeepStream 9.1, agregando 13 nuevas habilidades de agentes y seguimiento 3D multivista - Aioga Noticias de IA","description":"NVIDIA lanza DeepStream 9.1, con 13 nuevas habilidades agenticas, que permiten construir canalizaciones visuales multicámara a través de descripciones en lenguaje natural. La habil...","url":"https://www.aioga.com/es/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:22:29.450Z"},"fr":{"title":"NVIDIA publie DeepStream 9.1, ajoutant 13 compétences d'agents intelligents et le suivi 3D multi-vues","summary":"NVIDIA a publié DeepStream 9.1, ajoutant 13 compétences agentiques, permettant de construire des pipelines visuels multi-caméras à partir de descriptions en langage naturel. La compétence principale MV3DT projette la détection multi-caméras dans un système de coordonnées 3D unifié, attribuant un ID global cohérent aux objets à travers les différentes perspectives ; la compétence AMC peut estimer automatiquement les paramètres internes et externes des caméras, remplaçant la calibration manuelle avec une grille.","category":"Produits","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA publie DeepStream 9.1, ajoutant 13 compétences d'agents intelligents et le suivi 3D multi-vues - Aioga Actualités IA","description":"NVIDIA a publié DeepStream 9.1, ajoutant 13 compétences agentiques, permettant de construire des pipelines visuels multi-caméras à partir de descriptions en langage naturel. La com...","url":"https://www.aioga.com/fr/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:23:12.836Z"},"de":{"title":"NVIDIA veröffentlicht DeepStream 9.1, fügt 13 neue Agentenfähigkeiten und Multi-View-3D-Tracking hinzu","summary":"NVIDIA veröffentlicht DeepStream 9.1, fügt 13 neue agentische Fähigkeiten hinzu und unterstützt den Aufbau von Multi-Kamera-Visualisierungspipelines durch natürliche Sprachbeschreibung. Die Kernfunktion MV3DT projiziert Multi-Kamera-Erkennung in ein einheitliches 3D-Koordinatensystem und weist übergreifend konsistente IDs für Ziele zu; die AMC-Funktion kann automatisch Innen- und Außenparameter der Kamera schätzen und ersetzt die manuelle Schachbrett-Kalibrierung.","category":"产品更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA veröffentlicht DeepStream 9.1, fügt 13 neue Agentenfähigkeiten und Multi-View-3D-Tracking hinzu - Aioga KI-News","description":"NVIDIA veröffentlicht DeepStream 9.1, fügt 13 neue agentische Fähigkeiten hinzu und unterstützt den Aufbau von Multi-Kamera-Visualisierungspipelines durch natürliche Sprachbeschrei...","url":"https://www.aioga.com/de/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:23:12.325Z"},"pt-BR":{"title":"A NVIDIA lançou o DeepStream 9.1, adicionando 13 novas habilidades de agentes e rastreamento 3D multivista","summary":"A NVIDIA lançou o DeepStream 9.1, adicionando 13 novas habilidades agentivas, com suporte para construir pipelines visuais de múltiplas câmeras através de descrições em linguagem natural. A habilidade central MV3DT projeta detecções de múltiplas câmeras em um sistema de coordenadas 3D unificado, atribuindo IDs globais consistentes para objetos através de diferentes ângulos; a habilidade AMC pode estimar automaticamente os parâmetros internos e externos da câmera, substituindo a calibração manual com tabuleiro de xadrez.","category":"产品更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"A NVIDIA lançou o DeepStream 9.1, adicionando 13 novas habilidades de agentes e rastreamento 3D multivista - Aioga Notícias de IA","description":"A NVIDIA lançou o DeepStream 9.1, adicionando 13 novas habilidades agentivas, com suporte para construir pipelines visuais de múltiplas câmeras através de descrições em linguagem n...","url":"https://www.aioga.com/pt-BR/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:23:51.007Z"},"ru":{"title":"NVIDIA выпустила DeepStream 9.1, добавив 13 новых навыков для агентов и многовидовое 3D-отслеживание","summary":"NVIDIA выпустила DeepStream 9.1, добавив 13 новых агентных навыков, поддерживающих построение мультикамерных визуальных пайплайнов через описание на естественном языке. Основной навык MV3DT проецирует детекцию с нескольких камер в единую 3D-координатную систему, присваивая глобально согласованные ID объектам между видами; навык AMC может автоматически оценивать внутренние и внешние параметры камеры, заменяя ручную калибровку с шахматной доской.","category":"产品更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA выпустила DeepStream 9.1, добавив 13 новых навыков для агентов и многовидовое 3D-отслеживание - Aioga Новости ИИ","description":"NVIDIA выпустила DeepStream 9.1, добавив 13 новых агентных навыков, поддерживающих построение мультикамерных визуальных пайплайнов через описание на естественном языке. Основной на...","url":"https://www.aioga.com/ru/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:23:52.402Z"},"ar":{"title":"أصدرت NVIDIA نسخة DeepStream 9.1، وأضافت 13 مهارة للوكيل وميزات تتبع ثلاثي الأبعاد متعددة الزوايا","summary":"أصدرت NVIDIA إصدار DeepStream 9.1، مضيفًة 13 مهارة وكيل جديدة، تدعم بناء خط أنابيب بصري متعدد الكاميرات من خلال وصف لغة طبيعية. تقوم المهارة الأساسية MV3DT بإسقاط اكتشافات الكاميرات المتعددة على نظام إحداثيات ثلاثي الأبعاد موحد، لتخصيص معرفات متسقة عالميًا للأهداف عبر الزوايا المختلفة؛ بينما يمكن لمهارة AMC تقدير المعلمات الداخلية والخارجية للكاميرا تلقائيًا، لتكون بديلاً عن معايرة لوحة الشطرنج اليدوية.","category":"产品更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"أصدرت NVIDIA نسخة DeepStream 9.1، وأضافت 13 مهارة للوكيل وميزات تتبع ثلاثي الأبعاد متعددة الزوايا - Aioga أخبار الذكاء الاصطناعي","description":"أصدرت NVIDIA إصدار DeepStream 9.1، مضيفًة 13 مهارة وكيل جديدة، تدعم بناء خط أنابيب بصري متعدد الكاميرات من خلال وصف لغة طبيعية. تقوم المهارة الأساسية MV3DT بإسقاط اكتشافات الكاميرا...","url":"https://www.aioga.com/ar/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:24:30.680Z"},"hi":{"title":"NVIDIA ने DeepStream 9.1 जारी किया, जिसमें 13 नई एजेंट क्षमताओं और मल्टी-व्यू 3D ट्रैकिंग जोड़ी गई","summary":"NVIDIA ने DeepStream 9.1 जारी किया, जिसमें 13 नए एजेंटिक कौशल जोड़े गए हैं, और यह प्राकृतिक भाषा का उपयोग करके कई कैमरों की विज़ुअल पाइपलाइन बनाने का समर्थन करता है। मुख्य कौशल MV3DT कई कैमरों से डिटेक्शन को एक एकीकृत 3D निर्देशांक प्रणाली में प्रोजेक्ट करता है, जिससे विभिन्न दृष्टिकोणों में लक्ष्यों को वैश्विक और सुसंगत ID प्रदान की जा सकती है; AMC कौशल कैमरे के इनसाइड और आउटसाइड पैरामीटर्स को स्वचालित रूप से अनुमानित कर सकता है, जिससे मैनुअल चेकबोर्ड कैलिब्रेशन की आवश्यकता नहीं रहती।","category":"产品更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA ने DeepStream 9.1 जारी किया, जिसमें 13 नई एजेंट क्षमताओं और मल्टी-व्यू 3D ट्रैकिंग जोड़ी गई - Aioga AI समाचार","description":"NVIDIA ने DeepStream 9.1 जारी किया, जिसमें 13 नए एजेंटिक कौशल जोड़े गए हैं, और यह प्राकृतिक भाषा का उपयोग करके कई कैमरों की विज़ुअल पाइपलाइन बनाने का समर्थन करता है। मुख्य कौशल MV3...","url":"https://www.aioga.com/hi/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:24:36.108Z"},"it":{"title":"NVIDIA rilascia DeepStream 9.1, introducendo 13 nuove abilità degli agenti e il tracciamento 3D multi-angolo","summary":"NVIDIA ha lanciato DeepStream 9.1, aggiungendo 13 nuove capacità agentiche e supportando la costruzione di pipeline visive multi-camera tramite descrizioni in linguaggio naturale. La capacità principale MV3DT proietta le rilevazioni multi-camera in un sistema di coordinate 3D unificato, assegnando un ID coerente a livello globale agli obiettivi tra diverse visuali; la capacità AMC può stimare automaticamente i parametri intrinseci ed estrinseci della fotocamera, sostituendo la calibrazione manuale con scacchiera.","category":"产品更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA rilascia DeepStream 9.1, introducendo 13 nuove abilità degli agenti e il tracciamento 3D multi-angolo - Aioga Notizie IA","description":"NVIDIA ha lanciato DeepStream 9.1, aggiungendo 13 nuove capacità agentiche e supportando la costruzione di pipeline visive multi-camera tramite descrizioni in linguaggio naturale....","url":"https://www.aioga.com/it/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:25:16.705Z"},"nl":{"title":"NVIDIA heeft DeepStream 9.1 uitgebracht, met 13 nieuwe intelligente agentvaardigheden en multi-view 3D-tracking","summary":"NVIDIA heeft DeepStream 9.1 uitgebracht, met 13 nieuwe agentische vaardigheden, en ondersteunt het bouwen van multi-camera visiepijplijnen via natuurlijke taalbeschrijvingen. De kernvaardigheid MV3DT projecteert multi-camera detecties naar een uniforme 3D-coördinatenruimte en wijst wereldwijd consistente ID's toe aan doelen over verschillende perspectieven; de AMC-vaardigheid kan automatisch interne en externe cameraparamenters schatten, ter vervanging van handmatige schaakbordkalibratie.","category":"产品更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA heeft DeepStream 9.1 uitgebracht, met 13 nieuwe intelligente agentvaardigheden en multi-view 3D-tracking - Aioga AI-nieuws","description":"NVIDIA heeft DeepStream 9.1 uitgebracht, met 13 nieuwe agentische vaardigheden, en ondersteunt het bouwen van multi-camera visiepijplijnen via natuurlijke taalbeschrijvingen. De ke...","url":"https://www.aioga.com/nl/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:25:12.146Z"},"tr":{"title":"NVIDIA DeepStream 9.1'i yayımladı, 13 yeni AI yeteneği ve çok açılı 3D izleme eklendi","summary":"NVIDIA, DeepStream 9.1'i yayınladı, 13 yeni ajan yeteneği ekledi ve çok kameralı görsel boru hattını doğal dil ile tanımlama yoluyla oluşturmayı destekliyor. Temel beceri MV3DT, çok kameralı tespiti birleşik 3D koordinat sistemine aktarıyor ve görüş açıları arasında hedeflere küresel olarak tutarlı ID atıyor; AMC becerisi, manuel dama tahtası kalibrasyonunu yerine kamera iç ve dış parametrelerini otomatik olarak tahmin edebiliyor.","category":"产品更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA DeepStream 9.1'i yayımladı, 13 yeni AI yeteneği ve çok açılı 3D izleme eklendi - Aioga AI Haberleri","description":"NVIDIA, DeepStream 9.1'i yayınladı, 13 yeni ajan yeteneği ekledi ve çok kameralı görsel boru hattını doğal dil ile tanımlama yoluyla oluşturmayı destekliyor. Temel beceri MV3DT, ço...","url":"https://www.aioga.com/tr/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:25:59.019Z"},"vi":{"title":"NVIDIA phát hành DeepStream 9.1, bổ sung 13 kỹ năng tác nhân thông minh và theo dõi 3D đa góc độ","summary":"NVIDIA phát hành DeepStream 9.1, bổ sung 13 kỹ năng agentic, hỗ trợ xây dựng pipeline thị giác đa camera thông qua mô tả ngôn ngữ tự nhiên. Kỹ năng cốt lõi MV3DT chiếu phát hiện từ đa camera lên hệ tọa độ 3D thống nhất, phân bổ ID nhất quán toàn cục cho mục tiêu qua các góc nhìn; kỹ năng AMC có thể tự động ước lượng tham số nội ngoại của camera, thay thế việc hiệu chuẩn thủ công bằng bàn cờ.","category":"产品更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA phát hành DeepStream 9.1, bổ sung 13 kỹ năng tác nhân thông minh và theo dõi 3D đa góc độ - Tin tức AI Aioga","description":"NVIDIA phát hành DeepStream 9.1, bổ sung 13 kỹ năng agentic, hỗ trợ xây dựng pipeline thị giác đa camera thông qua mô tả ngôn ngữ tự nhiên. Kỹ năng cốt lõi MV3DT chiếu phát hiện từ...","url":"https://www.aioga.com/vi/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:25:59.780Z"},"id":{"title":"NVIDIA merilis DeepStream 9.1, menambahkan 13 keterampilan agen cerdas dan pelacakan 3D multi-sudut","summary":"NVIDIA merilis DeepStream 9.1, menambahkan 13 kemampuan agentik, mendukung pembangunan jalur visual multi-kamera melalui deskripsi bahasa alami. Kemampuan inti MV3DT memproyeksikan deteksi multi-kamera ke dalam sistem koordinat 3D yang seragam, untuk memberikan ID global yang konsisten untuk target lintas sudut pandang; kemampuan AMC dapat secara otomatis memperkirakan parameter internal dan eksternal kamera, menggantikan kalibrasi papan catur manual.","category":"产品更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA merilis DeepStream 9.1, menambahkan 13 keterampilan agen cerdas dan pelacakan 3D multi-sudut - Berita AI Aioga","description":"NVIDIA merilis DeepStream 9.1, menambahkan 13 kemampuan agentik, mendukung pembangunan jalur visual multi-kamera melalui deskripsi bahasa alami. Kemampuan inti MV3DT memproyeksikan...","url":"https://www.aioga.com/id/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:26:36.773Z"},"th":{"title":"NVIDIA เปิดตัว DeepStream 9.1 เพิ่มทักษะเอเจนต์อัจฉริยะ 13 อย่างและการติดตาม 3D มุมมองหลายทิศทาง","summary":"NVIDIA เปิดตัว DeepStream 9.1 เพิ่ม 13 ทักษะเชิงตัวแทน สนับสนุนการสร้างสายงานวิดีโอด้วยกล้องหลายตัวผ่านคำอธิบายทางภาษาธรรมชาติ ทักษะหลัก MV3DT จะฉายการตรวจจับจากกล้องหลายตัวไปยังระบบพิกัด 3D เดียวกัน เพื่อแจกจ่าย ID ที่สอดคล้องกันทั่วโลกให้กับวัตถุข้ามมุมมอง; ทักษะ AMC สามารถประมาณค่าพารามิเตอร์ภายในและภายนอกของกล้องโดยอัตโนมัติ แทนการจัดมาตรฐานแบบตารางหมากรุกด้วยมือ","category":"产品更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA เปิดตัว DeepStream 9.1 เพิ่มทักษะเอเจนต์อัจฉริยะ 13 อย่างและการติดตาม 3D มุมมองหลายทิศทาง - ข่าว AI Aioga","description":"NVIDIA เปิดตัว DeepStream 9.1 เพิ่ม 13 ทักษะเชิงตัวแทน สนับสนุนการสร้างสายงานวิดีโอด้วยกล้องหลายตัวผ่านคำอธิบายทางภาษาธรรมชาติ ทักษะหลัก MV3DT จะฉายการตรวจจับจากกล้องหลายตัวไปยังระ...","url":"https://www.aioga.com/th/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:26:46.317Z"},"pl":{"title":"NVIDIA wydała DeepStream 9.1, dodając 13 nowych zdolności agentów i śledzenie 3D z wielu perspektyw","summary":"NVIDIA wydało DeepStream 9.1, dodając 13 nowych umiejętności agentowych, umożliwiających budowanie wielokamerowych potoków wizyjnych za pomocą opisu w języku naturalnym. Kluczowa umiejętność MV3DT przenosi wykrycia z wielu kamer do zjednoczonego układu współrzędnych 3D, przypisując globalnie spójne ID celom między różnymi perspektywami; umiejętność AMC może automatycznie oszacować wewnętrzne i zewnętrzne parametry kamer, zastępując ręczne kalibrowanie za pomocą szachownicy.","category":"产品更新","source":"MarkTechPost（RSS）","aggregationSource":"MarkTechPost（RSS）","pageTitle":"NVIDIA wydała DeepStream 9.1, dodając 13 nowych zdolności agentów i śledzenie 3D z wielu perspektyw - Aioga Wiadomości AI","description":"NVIDIA wydało DeepStream 9.1, dodając 13 nowych umiejętności agentowych, umożliwiających budowanie wielokamerowych potoków wizyjnych za pomocą opisu w języku naturalnym. Kluczowa u...","url":"https://www.aioga.com/pl/news/cmrqrzrvp0219biurpnqyo4vy/","contentTranslated":true,"sourceHash":"26930c2e5a5a0ceb","translatedAt":"2026-07-23T01:27:31.884Z"}}}}