# \#qualcomm **URL:** https://forum.aim-linux.advantech.com/tag/qualcomm/65.md [Latest](https://forum.aim-linux.advantech.com/latest.md) · [Categories](https://forum.aim-linux.advantech.com/categories.md) · [Tags](https://forum.aim-linux.advantech.com/tags.md) --- ## [How to Stream AMR Telemetry to WEDA Cloud with Advantech Robotic Suite on Dragonwing™ IQ9](https://forum.aim-linux.advantech.com/t/how-to-stream-amr-telemetry-to-weda-cloud-with-advantech-robotic-suite-on-dragonwing-iq9/1530)
**Author:** [@phill.liu](https://forum.aim-linux.advantech.com/u/phill.liu)\ **Replies:** 0\ **Last updated:** [September 30, 2026, 2:45am UTC](https://forum.aim-linux.advantech.com/t/how-to-stream-amr-telemetry-to-weda-cloud-with-advantech-robotic-suite-on-dragonwing-iq9/1530 "2026-09-30T02:45:56Z")
1. Introduction Autonomous Mobile Robots (AMRs) are increasingly deployed in factories, warehouses, and healthcare environments, where operators need real-time visibility into robot status, mission progress, and opera… --- ## [Robotics Projects](https://forum.aim-linux.advantech.com/t/robotics-projects/1476)
**Author:** [@Hsiaoyu\_Li](https://forum.aim-linux.advantech.com/u/Hsiaoyu_Li)\ **Replies:** 0\ **Last updated:** [July 3, 2026, 5:57am UTC](https://forum.aim-linux.advantech.com/t/robotics-projects/1476 "2026-07-03T05:57:19Z")
This is where the community can share and discuss any projects they are (or would like to be) working on, no matter it’s a corporpate project or just for hobby. --- ## [4/21研華【用Edge Impulse縮短70%邊緣AI開發週期】線上研討會回顧!](https://forum.aim-linux.advantech.com/t/4-21-edge-impulse-70-ai/1376)
**Author:** [@Nancy\_Hou](https://forum.aim-linux.advantech.com/u/Nancy_Hou)\ **Replies:** 17\ **Last updated:** [April 29, 2026, 5:48am UTC](https://forum.aim-linux.advantech.com/t/4-21-edge-impulse-70-ai/1376 "2026-04-29T05:48:55Z")
在邊緣 AI 開發過程中，多數團隊往往將精力投入在模型本身，卻忽略真正消耗時間與成本的關鍵環節—資料整理、模型優化與硬體部署。實務上，超過80%的專案卡關，正是因為這些「隱形成本」，本場以 Edge Impulse企業版為核心，深入了解 Low-code 背後的自動化優化引擎，並透過實際工業場景示範，展示如何在既有開發流程中，大幅縮短開發週期，實現從資料到部署的一站式加速 :dizzy: :pushpin: 歡迎點擊下方回顧精彩影片 … --- ## [【How-to 記事】Edge ImpulseでエッジAI導入を始めましょう](https://forum.aim-linux.advantech.com/t/how-to-edge-impulse-ai/1374)
**Author:** [@TAD](https://forum.aim-linux.advantech.com/u/TAD)\ **Replies:** 0\ **Last updated:** [April 23, 2026, 1:40am UTC](https://forum.aim-linux.advantech.com/t/how-to-edge-impulse-ai/1374 "2026-04-23T01:40:02Z")
\*\* はじめに\*\* アドバンテックのAOM-2721は、オープンスタンダードモジュール（OSM）であり、具体的にはOSM 1.1フォームファクタを採用したコンピュータオンモジュールです。コンパクトで統合されたコンピューティングプラットフォームとして設計されており、特に組み込みアプリケーションやエッジAIに適しています。 2. 前提条件 ハードウェア： ・Qualcomm Dragonwing™ QCS6490搭載のAOM-… --- ## [\[How-to Article\] 用Edge Impulse开启你的边缘AI之旅](https://forum.aim-linux.advantech.com/t/how-to-article-edge-impulse-ai/1345)
**Author:** [@xiaotong.li](https://forum.aim-linux.advantech.com/u/xiaotong.li)\ **Replies:** 0\ **Last updated:** [March 4, 2026, 1:55am UTC](https://forum.aim-linux.advantech.com/t/how-to-article-edge-impulse-ai/1345 "2026-03-04T01:55:15Z")
AOM-2721是一款开放标准模块（OSM），其采用OSM 1.1标准。作为紧凑且高度集成的计算平台，AOM-2721尤其适用于嵌入式应用与边缘人工智能场景。 一 准备 1.硬件： AOM-2721 OSM开发套件，采用 高通跃龙 QCS6490处理器 高通8核Kryo CPU，高达2.7GHz Hexagon Tensor处理器，12 TOPS AI算力 Adreno VPU 633, 4K30 编码/ 4K60解码 H.2… --- ## [\[How-to Article\] 从零到边缘：在AOM-2721 OSM开发套件上构建基于Edge Impulse的优化物体检测方案](https://forum.aim-linux.advantech.com/t/how-to-article-aom-2721-osm-edge-impulse/1344)
**Author:** [@xiaotong.li](https://forum.aim-linux.advantech.com/u/xiaotong.li)\ **Replies:** 0\ **Last updated:** [March 3, 2026, 1:10am UTC](https://forum.aim-linux.advantech.com/t/how-to-article-aom-2721-osm-edge-impulse/1344 "2026-03-03T01:10:50Z")
研华AOM-2721是一款开放标准模块（OSM），具体而言是采用OSM 1.1规格的计算机模块。该产品设计为紧凑型集成计算平台，特别适用于嵌入式应用和边缘人工智能场景。 一 准备 1. 硬件： 基于高通跃龙QCS6490的AOM-2721 OSM开发套件 高通8核 Kryo CPU, 高达2.7GHz Hexagon Tensor处理器，支持12 TOPS AI算力 Adreno VPU 633, 4K30 编码/ 4K60 … --- ## [\[How-to Article\] 如何通过Linux在高通跃龙QCS6490平台上优化部署AI/ML模型？](https://forum.aim-linux.advantech.com/t/how-to-article-linux-qcs6490-ai-ml/1343)
**Author:** [@xiaotong.li](https://forum.aim-linux.advantech.com/u/xiaotong.li)\ **Replies:** 0\ **Last updated:** [March 2, 2026, 8:07am UTC](https://forum.aim-linux.advantech.com/t/how-to-article-linux-qcs6490-ai-ml/1343 "2026-03-02T08:07:56Z")
1.简介 高通于今年推出了高通跃龙，在边缘提供前沿的AI性能和超低延迟，为可扩展的工业创新带来新的可能性。研华已在各种规格尺寸的嵌入式方案中采用跃龙技术，包括由高通跃龙 QCS6490处理器支持的嵌入式模块、单板电脑和AI摄像头解决方案。研华QCS6490解决方案将先进的硬件集成与研华Edge AI SDK的强大功能相结合，不仅优化了性能，还通过集成和测试高通AI软件和SOP以确保无缝兼容性。这种强大的协同作用简化了开发并加快了部署，… --- ## [\[How-to Article\]如何在高通跃龙QCS6490上使用 Windows 11 IoT企业版？](https://forum.aim-linux.advantech.com/t/how-to-article-qcs6490-windows-11-iot/1342)
**Author:** [@xiaotong.li](https://forum.aim-linux.advantech.com/u/xiaotong.li)\ **Replies:** 0\ **Last updated:** [February 28, 2026, 3:27am UTC](https://forum.aim-linux.advantech.com/t/how-to-article-qcs6490-windows-11-iot/1342 "2026-02-28T03:27:23Z")
1. 简介 研华已将高通跃龙QCS6490 技术应用于嵌入式模块、单板电脑和AI摄像头等各种规格的嵌入式硬件中。QCS6490平台支持全面的操作系统生态系统，包括Windows、Ubuntu、Yocto和 Android。 Windows 11 IoT企业版是微软新一代的物联网操作系统，具有更强的安全性和管理功能，适用于各种嵌入式应用。本文旨在分享如何使用研华基于QCS6490的开发套件AOM-2721在高通跃龙QCS6490平台上… --- ## [\[How to Article\] 0부터 시작하는 엣지: AOM-2721 OSM 개발 키트를 활용한 최적화된 객체 인식 구현](https://forum.aim-linux.advantech.com/t/how-to-article-0-aom-2721-osm/1340)
**Author:** [@Diane.Jung](https://forum.aim-linux.advantech.com/u/Diane.Jung)\ **Replies:** 0\ **Last updated:** [February 25, 2026, 3:22pm UTC](https://forum.aim-linux.advantech.com/t/how-to-article-0-aom-2721-osm/1340 "2026-02-25T15:22:52Z")
1. 개요 어드밴텍 AOM-2721은 OSM(Open Standard Module) 1.1 폼 팩터를 채택한 컴퓨터 온 모듈(Computer-on-Module)입니다. 초소형 통합 컴퓨팅 플랫폼으로 설계되었으며, 특히 임베디드 애플리케이션과 엣지 AI(Edge AI) 분야에 최적화되어 있습니다. 2. 사전 준비 사항 Qualcomm Dragonwing™ QCS6490 기반 AOM-… --- ## [\[How-to Article\] Kickstart Your Edge AI Journey with Edge Impulse](https://forum.aim-linux.advantech.com/t/how-to-article-kickstart-your-edge-ai-journey-with-edge-impulse/1294)
**Author:** [@phill.liu](https://forum.aim-linux.advantech.com/u/phill.liu)\ **Replies:** 0\ **Last updated:** [October 27, 2025, 6:43am UTC](https://forum.aim-linux.advantech.com/t/how-to-article-kickstart-your-edge-ai-journey-with-edge-impulse/1294 "2025-10-27T06:43:27Z")
1. Introduction The Advantech AOM-2721 is an Open Standard Module (OSM), specifically a Computer-on-Module that adopts the OSM 1.1 form factor. It’s designed to be a compact and integrated computing platform, particul… --- ## [\[How-to Article\] Zero to Edge: Build Optimized Object Detection on AOM-2721 OSM Development Kit](https://forum.aim-linux.advantech.com/t/how-to-article-zero-to-edge-build-optimized-object-detection-on-aom-2721-osm-development-kit/1293)
**Author:** [@phill.liu](https://forum.aim-linux.advantech.com/u/phill.liu)\ **Replies:** 0\ **Last updated:** [October 25, 2025, 11:30am UTC](https://forum.aim-linux.advantech.com/t/how-to-article-zero-to-edge-build-optimized-object-detection-on-aom-2721-osm-development-kit/1293 "2025-10-25T11:30:00Z")
1. Introduction The Advantech AOM-2721 is an Open Standard Module (OSM), specifically a Computer-on-Module that adopts the OSM 1.1 form factor. It’s designed to be a compact and integrated computing platform, particu… --- ## [\[How-to Article\] Optimally Deploy AI/ML Models on the Qualcomm QCS6490 Platform Using Linux](https://forum.aim-linux.advantech.com/t/how-to-article-optimally-deploy-ai-ml-models-on-the-qualcomm-qcs6490-platform-using-linux/1166)
**Author:** [@phill.liu](https://forum.aim-linux.advantech.com/u/phill.liu)\ **Replies:** 2\ **Last updated:** [August 25, 2025, 3:47am UTC](https://forum.aim-linux.advantech.com/t/how-to-article-optimally-deploy-ai-ml-models-on-the-qualcomm-qcs6490-platform-using-linux/1166 "2025-08-25T03:47:50Z")
1. Introduction Qualcomm introduced its Qualcomm Dragonwing™ portfolio earlier this year, delivering cutting-edge AI performance and ultra-low latency at the edge to unlock new possibilities for scalable industrial in… --- ## [線上研討會 Q&A 精華回顧｜Qualcomm 從零打造Edge AI應用](https://forum.aim-linux.advantech.com/t/q-a-qualcomm-edge-ai/1254)
**Author:** [@Hsiaoyu\_Li](https://forum.aim-linux.advantech.com/u/Hsiaoyu_Li)\ **Replies:** 0\ **Last updated:** [August 15, 2025, 7:12am UTC](https://forum.aim-linux.advantech.com/t/q-a-qualcomm-edge-ai/1254 "2025-08-15T07:12:31Z")
我們舉辦了Qualcomm 從零打造Edge AI應用 線上研討會，介紹了 Advantech 最新的 QCS6490 解決方案 AOM-2721 開發套件，並在會後蒐集了許多技術夥伴的提問與回饋。以下整理常見問題與解答，幫助大家更深入了解這款強大的邊緣運算平台。 Q1：請教QCS6490可以支援什麼GenAI/LLM模型? A：QCS6490專注edge Vision AI的推論優化，支援多個主流、常見應用的預訓練模型與框架。 … --- ## [AI 開發者看過來！免費下載 Qualcomm eBook，現在註冊還能抽獎！](https://forum.aim-linux.advantech.com/t/ai-qualcomm-ebook/983)
**Author:** [@Hsiaoyu\_Li](https://forum.aim-linux.advantech.com/u/Hsiaoyu_Li)\ **Replies:** 18\ **Last updated:** [August 13, 2025, 2:34am UTC](https://forum.aim-linux.advantech.com/t/ai-qualcomm-ebook/983 "2025-08-13T02:34:19Z")
AI 開發者看過來！免費下載 Qualcomm eBook，現在註冊還能抽獎！ 對AI、邊緣運算、Arm 開發有興趣嗎？現在加入AIM-Linux 社群，留言就能獲得最新 Qualcomm eBook，了解 Edge AI 技術與應用，還能與開發者交流技術經驗。 現在註冊 + 留言，再送好禮！ $500 即享券（2 份） $200 即享券（10 份） 研華獨家好禮（10 份） 如何領取 eBook？ 在底下留言「我要 eBo… --- ## [Deep dive into efficient AI/ML model deployment!](https://forum.aim-linux.advantech.com/t/deep-dive-into-efficient-ai-ml-model-deployment/1186)
**Author:** [@Hsiaoyu\_Li](https://forum.aim-linux.advantech.com/u/Hsiaoyu_Li)\ **Replies:** 0\ **Last updated:** [July 28, 2025, 9:17am UTC](https://forum.aim-linux.advantech.com/t/deep-dive-into-efficient-ai-ml-model-deployment/1186 "2025-07-28T09:17:13Z")
:light\_bulb: Deep dive into efficient AI/ML model deployment! :light\_bulb: We’ve just published a comprehensive guide on deploying AI/ML models optimally on the Qualcomm Dragonwing QCS6490 Platform using Linux. This art… --- ## [\[How-to Article\] Get Started with Windows 11 IoT Enterprise on Qualcomm Dragonwing QCS6490 Using the AOM-2721 Development Kit](https://forum.aim-linux.advantech.com/t/how-to-article-get-started-with-windows-11-iot-enterprise-on-qualcomm-dragonwing-qcs6490-using-the-aom-2721-development-kit/1165)
**Author:** [@phill.liu](https://forum.aim-linux.advantech.com/u/phill.liu)\ **Replies:** 0\ **Last updated:** [July 15, 2025, 7:33am UTC](https://forum.aim-linux.advantech.com/t/how-to-article-get-started-with-windows-11-iot-enterprise-on-qualcomm-dragonwing-qcs6490-using-the-aom-2721-development-kit/1165 "2025-07-15T07:33:29Z")
1. Introduction Advantech has adopted Dragonwing™ QCS6490 technology across diverse hardware form factors and product lines for embedded modules, smart panels, and AI cameras. The QCS6490 platform supports a comprehe… --- ## [AOM-2721 LE GA 1.3 Yocto 4.0.22 Beta Release](https://forum.aim-linux.advantech.com/t/aom-2721-le-ga-1-3-yocto-4-0-22-beta-release/1146)
**Author:** [@phill.liu](https://forum.aim-linux.advantech.com/u/phill.liu)\ **Replies:** 0\ **Last updated:** [May 9, 2025, 1:29am UTC](https://forum.aim-linux.advantech.com/t/aom-2721-le-ga-1-3-yocto-4-0-22-beta-release/1146 "2025-05-09T01:29:20Z")
What’s new: Yocto 4.0.22 LE GA 1.3 BSP Kernel Version 6.6.52 UEFI version Version 6.0.250331.BOOT.MXF.1.0.c1-00254.3-KODIAKLA-1 AOM-2721 A1 Function Test Pass Know issue: NA Detail: https://ess-wiki.advantech.com.… --- ## [AI Developers, Don’t Miss Out! 🚀 Free Qualcomm eBook!](https://forum.aim-linux.advantech.com/t/ai-developers-don-t-miss-out-free-qualcomm-ebook/987)
**Author:** [@Hsiaoyu\_Li](https://forum.aim-linux.advantech.com/u/Hsiaoyu_Li)\ **Replies:** 0\ **Last updated:** [March 21, 2025, 7:40am UTC](https://forum.aim-linux.advantech.com/t/ai-developers-don-t-miss-out-free-qualcomm-ebook/987 "2025-03-21T07:40:42Z")
AI Developers, Don’t Miss Out! :rocket: Free Qualcomm eBook! Are you interested in AI, Edge Computing, and Arm Development? Join the AIM-Linux Community today! Simply register and leave a comment, and we’ll provide you… --- ## [AOM-2721 LE GA 1.1 Yocto 4.0 GA Release](https://forum.aim-linux.advantech.com/t/aom-2721-le-ga-1-1-yocto-4-0-ga-release/961)
**Author:** [@phill.liu](https://forum.aim-linux.advantech.com/u/phill.liu)\ **Replies:** 0\ **Last updated:** [February 18, 2025, 5:16am UTC](https://forum.aim-linux.advantech.com/t/aom-2721-le-ga-1-1-yocto-4-0-ga-release/961 "2025-02-18T05:16:41Z")
What’s new: Kernel Version 6.6.28 AOM-2721 A1 Function Test Pass (1) \[Tool\] Add the vim and dialog tool (2) \[M.2 Key E/B\] Update the camera dtb patch to fix pcie key E and B can’t work issue (3) \[System\] Fix some co… --- ## [Advantech Unveils ROM-2860, a Size-L Open Standard Module (OSM), Featuring Qualcomm QCS6490 for On-Device AI Scenarios](https://forum.aim-linux.advantech.com/t/advantech-unveils-rom-2860-a-size-l-open-standard-module-osm-featuring-qualcomm-qcs6490-for-on-device-ai-scenarios/806)
**Author:** [@jean.chang](https://forum.aim-linux.advantech.com/u/jean.chang)\ **Replies:** 2\ **Last updated:** [October 17, 2024, 1:27am UTC](https://forum.aim-linux.advantech.com/t/advantech-unveils-rom-2860-a-size-l-open-standard-module-osm-featuring-qualcomm-qcs6490-for-on-device-ai-scenarios/806 "2024-10-17T01:27:48Z")
Taipei, Taiwan, 2024 - Advantech, a global leader in AIoT and Edge Computing, proudly unveils ROM-2860, the latest breakthrough in the Size-L lineup of Open Standard Modules (OSM)—a miniature yet potent solder-on modu… --- ## [Wrapping up Qualcomm IoT Partner and Tech Days in Taiwan!](https://forum.aim-linux.advantech.com/t/wrapping-up-qualcomm-iot-partner-and-tech-days-in-taiwan/851)
**Author:** [@jean.chang](https://forum.aim-linux.advantech.com/u/jean.chang)\ **Replies:** 0\ **Last updated:** [September 13, 2024, 3:11pm UTC](https://forum.aim-linux.advantech.com/t/wrapping-up-qualcomm-iot-partner-and-tech-days-in-taiwan/851 "2024-09-13T15:11:29Z")
We were thrilled to be part of Qualcomm’s first Taiwan IoT Partner and Tech Days last week! Our team was on-site, showcasing a live demonstration of our Snapdragon X Elite-based Edge AI System, running a Gen AI-powered R… --- ## [Advantech ROM-2860 Wins the 2024 VDC Research Embeddy Hardware Award for IoT and Edge Computing](https://forum.aim-linux.advantech.com/t/advantech-rom-2860-wins-the-2024-vdc-research-embeddy-hardware-award-for-iot-and-edge-computing/751)
**Author:** [@jean.chang](https://forum.aim-linux.advantech.com/u/jean.chang)\ **Replies:** 0\ **Last updated:** [May 8, 2024, 9:04am UTC](https://forum.aim-linux.advantech.com/t/advantech-rom-2860-wins-the-2024-vdc-research-embeddy-hardware-award-for-iot-and-edge-computing/751 "2024-05-08T09:04:18Z")
Taipei, Taiwan, May 2024 — Advantech, a top provider of embedded solutions, has been awarded the 2024 Embeddy Hardware Award from VDC Research for its ROM-2860. This is a size-L Open Standard Module (OSM) powered by t… --- ## [Advantech Establishes Collaboration with Qualcomm to Shape the Future of the Edge](https://forum.aim-linux.advantech.com/t/advantech-establishes-collaboration-with-qualcomm-to-shape-the-future-of-the-edge/748)
**Author:** [@jean.chang](https://forum.aim-linux.advantech.com/u/jean.chang)\ **Replies:** 0\ **Last updated:** [May 6, 2024, 7:14am UTC](https://forum.aim-linux.advantech.com/t/advantech-establishes-collaboration-with-qualcomm-to-shape-the-future-of-the-edge/748 "2024-05-06T07:14:55Z")
Taipei, Taiwan, April 2024 — At Embedded World 2024, Advantech proudly announced its strategic collaboration with Qualcomm Technologies, Inc. to revolutionize the edge computing landscape. This effort, combining AI ex…