Albert Y. C. Chen

machine learning 人工智慧 deep learning computer vision ai 新創 startup dimension reduction clustering smart retail 商業模式 內容關連廣告 content related advertisements innovation 產品設計 classification regression 新零售 智慧零售 導購 電商 大數據 影音大數據 影像辨識 廣告 content recommendation video content recognition meta-learning object detection and classification multi-objective optimization 創新 深度學習 automatic optical inspection data flywheel industry 4.0 digital strategy 估值 投資 風投 創投 vc 融資 ai新創 資料科學 資料分析 機器學習 數據架構 regularization linear regression dbscan clustering hierarchical clustering spectral clustering mean-shift clustering gaussian mixture model clustering k-means clustering manifold isomap fisher linear discriminant curse of dimensionality principal component analysis feature selection sampling artificial intelligence rockstar engineers minimum viable product product planning feature planning lean method pretotyping 自動駕駛 工業檢測 敏捷開發 風險管理 機器視覺 創業 專案管理 影音內容關連廣告 影片推薦 智慧媒體 新媒體 商品推薦 電子商務 vertical ai startup lean startup fundraising human computer interaction multimedia e-commerce video to ec consumer insight cashier-less checkout video generation video search video archive big video data ecommerce research service rsc 研究服務公司 垂直應用 winograd straßen snapdragon npe truenorth fpga xilinx cudnn cuda tensorflow caffè blas hardware acceleration neural network gemm tpu gpu cpu simt simd 影音內容分析 影音內容審核 影音搜尋 圖像辨識 影音分析 影視產業 媒體 product recognition video recommendation advertisements media entertainment video ai medical imaging tutorial disruption finance superpixel markov random field pixel wise labeling pareto optimization 電腦視覺 industrial inspection machine vision business model