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黃能富 - AI Landing Applications and Practical AI Talents Cultivating Platform - 2025 Taiwan AI Academy Conf

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陳昇瑋紀念講座 AI Landing Applications and Practical AI Talents Cultivating Platform

Time / Place:

⏱️ 09/10 (Wed.) 15:50-16:40 at International Conference Hall

Abstract:

This talk will share some practical AI landing cases with AI vision, AI audio, and Generative AI Technologies, such as AI smart sustainable agriculture, smart manufacturing, and smart health care. This talk will also introduce“AI maker”-- a platform for cultivating practical AI Talents by implementing AI vision recognition models and AI audio recognition models. The training program includes data (audio/image) collection, uploading, data augmentation, labeling, AI model training, download and execute AI models on end devices, such AR smart glasses, smart cell phone, AI tap stick, edge AI devices, robotics. The platform also provides tools to evaluate the performance of the trained AI models. We also build an alliance of sharing distributed GPU computing resources via Internet. The AImaker is a no-code platform and users can build and test their own AI models easily to accumulate practical AI experiences.

本專題演講將介紹 AI 視覺、AI 聽覺、生成式 AI 在實際產業落地的應用案例（包含智慧永續農業、智慧製造、智慧照護、智慧餐飲等等）以及 AImaker 實作型 AI 人才培育平台, 此平台專注於提供實作 AI 視覺模型、AI 聽覺模型、與 AI 生成式模型的服務。包含數據收集、數據上傳、數據增量（含 AI 生成數據）、數據標注（含 AI 自動標注）、AI 模型訓練、模型下載到多種終端設備（智慧型手機、AR 智慧眼鏡、AI 敲擊棒、edge AI 設備、機器手臂等等）進行模型的驗證與評量。本平台也透過網路整合多個夥伴單位的 GPU servers 形成算力共享聯盟，共同提供 AI 模型建置的算力需求服務。

此平台為 no-code 設計，不需撰寫程式即可輕鬆使用，創造並驗證（優化）自己的 AI 模型，累積 AI 產業應用的實務經驗。

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Biography:

黃能富
  • 黃能富 Nen-Fu Huang
  • Southern Taiwan University of Science and Technology / President

  • Education:

    Dr. Huang received the Ph.D. degree in computer science from National Tsing Hua University (NTHU), Taiwan, in 1986.

    Experience:

    He is now (12/2024-) the President of Southern Tawan University of Sciecne and Technology (STUST), Taiwan. Since 2008, he is a Distinguished Professor of NTHU. He was the Dean of College of Electrical Engineering and Computer Science, NTHU, during 2016/8-2022/7. From 1997-2000, he was the Chairman of Department of Computer Science, NTHU and From 2015-2016, he was the director of Computer and Communication Research Center (CCRC) of NTHU. He is the founder of Broadweb Corp., (www.broadweb.com) and from 2002 to 2006, he served as the CEO/Chairman of Broadweb, which was acquired by TrendMicro, an international security company, in 2013. He is also the founder of ShareCourse, an AI-based digital learning platform (www.sharecourse.net), which provides digital courses including IoT, AI, Big Data Analysis, FinTech, Robot related courses. Dr. Huang has published more than 250 journal and conference papers, including more than 50 papers in IEEE INFOCOM/ICC/GLOBECOM flag-ship conferences. Dr. Huang also has granted/pending near 60 patents, including 18 US patents. He is a Fellow of the BCS (British Computer Society) and a life senior member of the IEEE.

    Research Area:

    AIoT technologies and applications, AI Sustainable and Smart Agriculture, Agriculture Digital Twins, Blockchain based Food traceability, AI-based crops grading/classification technologies, LPWAN (LoRaWAN/NB-IoT) transmission technologies and applications, AI-based Data Analysis for Digital Learning, and network security.

    Honors & Awards:

    He received the Outstanding Teaching Award from the NTHU in 1993, 1998, and 2008, the Outstanding University/Industrial Collaboration Award from Ministry of Education (MOE), Taiwan in 1998, and Outstanding IT people Award from ITmonth, ROC in 2002. He received the Technology Transfer Award from National Science Council (NSC) of Taiwan in 2004. He received the Technology Creative Award from Computer and Communication Research Center (CCRC) from NTHU in 2005, and the Outstanding University/Idustrial Collaboration Award from NTHU in 2010. He received the MOOCs Benchmark Course Award from MOE in 2018, Prominent program Award of Teaching practice progam from MOE in 2019, Oustansing project execution Award from NSC in 2022, Outstanding Social Pratice Teacher Award from NTHU in 2022, Outsdanding program Award of Teaching practice progam from MOE in 2023, USR (University Social Responsibility) role model Award in 2023, IoT Creative Application Award from Pan Wen-Yuan Foundation in 2023, Outstanding University/Idustrial Reseach Award from NTHU in 2023, Outstanding Eletrical Engineering Professor Award from Chinese Society for Electrical Engineering (CSEE) in 2023, and Kuo-Ting Li Special AI Contribution Award in 2025..

    AIoT Research Projects:

    Professor Huang has many successful experiences in AI Smart Agriculture. For the past ten years, Professor Huang has collaborated with more 40 farms (including organic vegetable, Banana, Mango, Pineapple, Coffee, rice paddy fields, dragon fruits, flowers,...) in Taiwan to implement AI and IoT technologies into the farms. Also these AI smart farms are playing the experiencing fields for training AI talent. Professor Huang also developed many cloud based AI smart agriculture platform and AI training platforms (AImaker) for training talents to build and evaluate their own AI models, including video/image recognition AI models (via AR Smart glasses) and Audio recognition models (via AI tap stick, invented by Professor Huang).

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