深度學習
Overview
| Works: | 42 works in 41 publications in 41 languages | |
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Titles
基於深度學習之圍棋勢力分佈圖應用於著手屬性分析及棋風 = = Move Attribute Analysis and Playing Style with Ownermap Based on Deep Learning /
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深度學習在疾病預測之應用 = The Applications of Deep Learning on Disease Prediction /
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卷積神經網路及長短期記憶模型應用於外匯分析 = = Application of Convolutional Neural Network and Long Short-Term Memory to Forex Analysis /
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機器學習於體適能程度之預測= Machine Learning for the Prediction of Physical Fitness Levels /
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深度學習之三維手指關節點定位與手勢辨識 = = 3-D Finger Joint Position Estimation and Gesture Recognition with Deep Learning /
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深度學習在原住民語機器翻譯之研究 = = A Study on Taiwanese Indigenous Languages Machine Translation by Deep Learning /
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基於CNN模型應用於外表年齡估測之研究 = = Apparent age estimation based on CNN model /
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以機器學習強化棋類遊戲 = = Optimize program strength on board games using machine learning /
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基於影像辨識技術之傷口資訊辨識系統 : = 以輔助居家壓瘡傷口看護為例 = Wound information identification system based on image recognition technology: a case of assisting home pressure ulcer wound care /
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利用RNA病毒基因體序列的深度學習以預測其宿主 = = Deep learning of sequences from RNA virus genomes for predicting reservoir hosts /
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深度學習中文文字轉語音人聲模仿系統之成效 = = Performance of mandarin text-to-speech voice cloning system based on deep learning /
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基於深度學習辨識滑脈及弦脈 = = Recognition of slippery pulse and wiry pulse based on deep learning /
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以多標籤學習為基礎之植物病蟲害辨識系統 = = A plant diseases and pests recognition system based on multi-label learning /
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深度學習應用於向量量化影像壓縮之研究 = = Deep learning based vector quantization for image compression /
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使用基於Twitter評論之情感分析以預測NBA後起之秀 = = Using sentimental analysis to predict NBA rising star based on Twitter data /
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基於深度學習的台灣手語辨識研究 = = Research of Taiwanese sign language recognition based on deep learning /
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訓練物體辨識模型進行舌象辨識及圖像尺寸對模型判別能力之影響 = = Training object recognition model for tongue manifestation and the effect of image size on model discriminatory ability /
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U形孿生變分自編碼器於破損中文字填補修復應用 = = U-shaped siamese variational autoencoder : a network for repairing damaged Chinese characters /
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深度學習神經網路深度可分離卷積模塊之輕量化硬體架構設計 = = Lightweight hardware architecture design of deep learning neural network depthwise separable convolution module /
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整合MatConvNet及Caffe深度學習與iOS圖形辨識App之發展應用 = = MatConvNet and Caffe deep learning of pattern recognition Apps on iOS devices /
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YOLO神經網路在人臉身分與性別辨認的AI前端應用研究 = = YOLO neural network in AI edge application for face identity and gender recognition /
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基於骨架之交通指揮手勢辨識研究 = = Research of skeleton-based traffic gesture recognition /
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基於深度學習技術以情緒圖片預測情緒腦波之研究 = = Using emotional images to predict emotional brain waves through deep learning techniques /
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單目人臉多視角生成應用在裸視3D立體電視之實現 = = Multi-view generation via monocular face in 3D stereoscopic TV base on PSM-Net /
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以物流需求重現性為基礎探討偏鄉物流輸配送管理之應用 = = Exploring the application of logistics distribution management in rural areas based on logistics demand recurrences /
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應用YOLO於煙囪排放煙霧與水蒸氣辨識之研究 = = Research on the application of YOLO in the chimney smoke and steam detection /
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基於卷積架構之線性transformer研究 = = A linear transformer based on convolutional structures /
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基於不良天氣下,人工智慧目標檢測增強資料集訓練,準確率之優化探討與比較 = = Toward adverse weather conditions, AI object detection enhanced data training, discussion and comparison of optimization of accuracy rate /
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多葉片且多標籤之植物病蟲害辨識系統 = = Multi-label plant disease classification for multi-leaf images /
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應用深度與機器學習方法分析偏鄉復康巴士需求預約重現性 : = 以花蓮縣為例 = Incorporating deep and machine learning approaches to analyze demand recurrence patterns of rehabilitation transportation service in rural area /
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使用深度學習運算開發低功率數位微旋轉積體電路之演算法 = = Developing searching algorithm for CORDIC with deep learning /
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基於MFCCs的深層神經診斷，以及肺音藍芽聽診分析 = = MFCC-based deep neural diagnosis and analysis of bluetooth auscultation lung sounds /
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卷積神經網路於牙周病之診斷 = = Diagnosis of periodontitis using convolutional neural network /
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基於深度學習聲音辨識之技術研究與應用 = = Sound recognition technology and application based on deep learning /
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基於深度學習之中醫舌象辨識及研究 = = Traditional Chinese Medicine (TCM) tongue diagnosis based on deep learning /
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效能可調式模型集合學習架構與應用 = = Effectiveness customizable model set learning framework and applications /
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離散小波卷積進行多層深度圖像隱寫 : = 用於推薦行銷之研究 = Wavelet CNN for multi-level deep steganography : applicate on referral marketing /
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單變量時序資料異常檢測模型比較 = = Comparing model performance for univariate time-series data anomaly detection /
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