2018-11-012024-05-17https://scholars.lib.ntu.edu.tw/handle/123456789/686726摘要：我國民眾對於棒球一直有著深刻的情感與意義，但我國近年來在各級國際賽事中表 現不佳，亟需整合跨領域的科學及技術資源，大幅度提升技戰術水準，爭取更佳的 國際賽成績。本整合型計畫由台大與台灣體大共同提出，結合各領域的菁英團隊 ，針對優秀大學棒球選手，以大數據分析建立個人化的精準運科協助，共包含七個 子計畫，子計畫一將以人工智慧處理影像辨識，建立無標記式辨識運動員的姿勢 ，以及球的飛行軌跡；子計畫二將整合各項感測器，建立運動物聯網揮擊與投擲動 作診斷實驗室；子計畫三將整合多項生心理指標，建立訓練即時回饋系統，並根據 子計畫一之影片分析結果，建立配球戰術即時回饋系統；子計畫四將結合擴增實境 和肌電生物回饋，開發新的運動訓練系統；子計畫五將建立優秀運動員的腸胃道菌 相資料庫，並調配有益於運動表現的個人化益生菌；子計畫六將開發以超音波動態 影像評估肌腱力學特徵，以預防運動傷害；子計畫七將收集國內外棒球相關人力及 發展的資料，並提出具體可行之提升我國棒球整體發展之策略；各子計畫間相互支 援，共享研究成果。本計畫將可奠定跨領域研究成果支援運動技戰術的平台，透過 個人化精準技術分析及學習，提升我國各級棒球選手技術水準，強化棒球情蒐成效 ，降低選手運動傷害，並提供更有效率的精準強化體能及復健過程，以提升棒球國 際賽成績；並可將研究成果應用於其他運動項目，全面提升我國國際賽成績，亦可 將研究成果轉移至廠商，促進運動產業發展。<br> Abstract: Baseball has been carrying special meaning for Taiwan. However, our national teams are not doing well in recent international competitions. It is in great need to integrate all available technological resources to improve the skills and tactics in Taiwanese baseball. This integrated project is proposed by National Taiwan University and National Taiwan University of Sport to provide precision support to elite college baseball players. Project 1 will establish the markerless articulated human pose estimation and ball tracking using artificial intelligence. Project 2 will establish a sport internet of things of swing and throw diagnosis lab by integrating a wide range of sensors. Project 3 will establish the instant feedback system for training response, as well as the instant feedback system for pitch selection using the information from Project 1. Project 4 will combine augmented reality and electromyography biofeedback to establish a new type of training system. Project 5 will investigate the gut microbiome in elite athletes with the aim to develop probiotics that can enhance exercise performance. Project 5 will develop the dynamic ultrasound image system to evaluate tendon biomechanics with the aim to prevent sport injury. Project 7 will collect information regarding the baseballrelated human resources and organizations in Taiwan and various countries with the aim to provide the strategy for future development. All the results will be shared among all projects. This integrated proposal will establish the platform for using technology advances to support sport skills and tactics. It can improve the skill levels in baseball players through personalized analysis and training. In addition, it will improve the efficiency of scouting, prevent sport injuries, and provide more efficient and precise ways to training and rehabilitation. The results can also be applied to other sport and be transferred to companies for commercial purposes.人工智慧穿戴式感應器物聯網人體姿勢辨識情蒐擴增實境腸胃道菌相超音artificial intelligencewearable sensorinternet of thingsarticulated human pose