一、動機與挑戰:
AI新創廠商,佈局國際拓展日本市場新商機
寶蘊凌科為我國優秀的AI新創公司,主要提供AI自動化學習平台,核心技術為自動標註技術,可自動標註數據,進行學習訓練,達到99%的標註品質水準,另外的自動機器學習平台,可快速產出模組,進行學習訓練跟再訓練,搭配不同相機做偵測。其解決方案可應用於交通自駕方面、工廠生產管理及工安問題,包含電子圍籬設置禁區、氣體洩漏、管線生鏽危害等偵測。
然而寶蘊凌科在業務拓展的過程中,也希望進一步拓展國際客戶,但卻沒有直接接觸的管道以及曝光機會,故期能尋求相關管道發掘可能商機與合作機會。
二、策略與方向
展現AI領域關鍵技術,爭取產業數位轉型商機
在產業界推動數位轉型的過程中,AI影像識別是最重要的技術之一,舉凡自動駕駛、AOI瑕疵檢測、人臉辨識、工安辨識等都會運用到AI影像識別技術,而為求發展出高效率的影像識別模型,資料清洗與標註就是最重要的前置作業。
寶蘊凌科能夠將Camera、Lidar、3D Box、2D Box等數據資料,在雲端進行自動標註以及模型生成,客戶只需將原始資料上傳之後,系統可自行進行資料清洗、資料分類、上標籤、AI模型生成並且最後用人工的方式進行QA,由於大多的作業都是系統自動進行,因此對於希望導入AI的企業可節省大量的時間,如圖1所示。
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)
圖 1 寶蘊凌科AI標註技術
資料來源:寶蘊凌科,2020年
針對寶蘊凌科拓展日本市場的需求,資策會台日中心透過長期建立的日商大廠人脈網絡,安排寶蘊凌科與日本大廠P公司進行商談,P公司為在監視攝影機產業具領導地位,同時也積極開發3D攝影機,為掌握3D攝影機在開發過程中,是否有誤判的情形,希望導入AI技術協助判定,以利提高精準度。
三、成效與價值創造
掌握關鍵技術,克服數位轉型難題
在過往執行資料清洗與標註作業時,往往會花費大量的人力與時間,如此也會延長整個AI模型建立所需的時程,有鑑於此,寶蘊凌科公司開發出自動標註平台(圖2),客戶可自行將希望標註的圖片上傳平台後,由系統進行自動標註,後續再透過人工進行調整,可大幅縮短AI模型開發的時間,且搭配人性化的UI,客戶也可自行透過雲端使用這項服務。
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)
圖 2 寶蘊凌科AI標註技術
資料來源:寶蘊凌科,2020年
透過寶蘊凌科技術的導入,在AI模型建立時,可節省八、九十%以上的人工時間,目前也大量應用在交通、醫療等領域,對企業快速發展解決方案有正向助益。
【成功關鍵】廠商具備關鍵技術並積極配合商談活動進行曝光,資策會精準媒合日商,達到關鍵技術導入產業,推動智慧製造數位轉型