Deep Learning.
Overview
| Works: | 67 works in 62 publications in 62 languages | |
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Titles
訓練深度學習網路之探討 = = Investigate the Training of Deep Learning Network /
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運用深度學習與物聯網技術發展蹲踞式起跑培訓分析系統 = = Developing a Crouch Starting Analysis System by Using Deep Learning Algorithm and IoT Technique /
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菇類太空包製包自動化檢測之研究 = = Research on Automatic Inspection of PP-bag Mushroom Packaging /
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以深度學習的卷積神經網路研製蠟染影像分類之研究 = = A Study of Using Deep Learning with Convolutional Neural Network for Batik Image Classification /
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植基於深度學習之影像辨識技術之研究 = = A Study of Image Recognition Techniques Using Deep Learning /
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深度學習分析膽固醇液晶之材料參數研究 = = Study on Material Parameters of Cholesteric Liquid Crystal by Deep Learning /
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深度學習在機器人視覺辨識中的應用 = = Application of Deep Learning in Robot Visual Identification /
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基於擴增實境與深度學習之室內定位研究 = = A Study of Indoor Positioning Based on Augmented Reality and Deep Learning /
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應用深度學習法於水果缺陷自動檢測之研究 = = A Study on Deep Learning Approach for the Automated Detection of Fruit Defects /
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運用深度學習及訊號分析建立機械手臂異常預警機制及找尋最佳化路徑 = = Establish an Abnormally Warning Mechanism and Discover Optimal Paths for a Robotic Arm by Deep Learning Approaches and Signal Analysis /
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使用空汙因子濃度數據預測PM2.5等級 = = PM2.5 Level Prediction Using Air Pollution Factors Concentration Data /
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使用本體架構建立機構異常之推理架構 = = Building an Ontology-based Inference Structure for Fault Diagnosis on Machine Assemblies /
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基於卷積類神經網路及長短期記憶之人體動態識別研究 = = A Study of Human Activity Recognition Based on Convolutional Neural Network and Long Short-Term Memory /
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基於動態時間扭曲之人體動作比對 = = Human Motion Comparison Based On Dynamic Time Warping /
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運用深度學習-YOLO於機械手臂取放優化研究 = = Research on Optimizing Pick-and-Place Operation via Deep Learning-YOLO /
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以局部點雲之比對辨識堆疊工件之機器手臂夾持特徵研究 = = Grasp Feature Recognition on Stacked Pile Parts Using Segmented Point Cloud for Industrial Robots /
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使用生成對抗網路技術於頻域光學同調斷層掃描圖像加強之研究 = = The Study of Fourier Domain Optical Coherence Tomography Image Enhancement via Pix2PixGAN Technique /
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整合水平關節機器人與深度學習於化學纖維紡嘴智慧自動檢測系統開發 = = Integrating SCARA Robots and Deep Learning in The Development of An Intelligent Automatic Inspection System for Chemical Fiber Spinneret /
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深度學習之聲音辨識應用於金屬待測物 = = Deep Learning of Sound Recognition for Detecting Defected Metal Objects /
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人工智慧與邊緣運算技術應用於無人機之影像追蹤 = = Integrating artificial intelligence (AI) and Edge Computing technology for visual tracking of the UAV /
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使用點雲資料在基於語義分割之單級三維物件偵測 = = Semantic Segmentation-Based Single-Stage 3D Object Detection with Point Clouds /
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Approaches and applications of deep learning in virtual medical care
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探討使用多重隨機策略產出合成影像對物件辨識效能之影響 = = Analysis of the Impact of Synthetic Image Data with Multiple Randomization Strategies on Object Detection Performance /
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深度學習應用於工廠電力系統預測 = = The Prediction of Energy Consumption Using Deep Learning Method in Manufacturing Industry /
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RF-CFFA:用於自主無人機的基於並發特徵融合與注意機制之深度學習的高效道路跟隨導航策略 = = RF-CFFA:An Efficient Road Follow Navigation Strategy for Autonomous Drones with Concurrent Feature Fusion Attention Deep Learning /
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使用機器學習和深度學習探討推特(Twitter)用戶對於新冠肺炎(Covid-19)仇恨言論的分類模型 = = Classification of Hate Speech in Twitter user Toward Covid-19 Using Machine Learning and Deep Learning /
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使用MediaPipe 和深度學習之混合模型的手部辨識運算 = = Hand Recognition Algorithm Using Hybrid Model of MediaPipe and Deep Learning /
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基於深度學習和手臂肌電運動的自駕車控制系統之研究 = = Research on Control of Autonomous Vehicle Systems Based on Deep Learning and Arm Electromyographic Movement /
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使用一個影像嵌入點雲的錐體網路於三維物件偵測 = = Using a FrustumNet-CSP with Image Embedding in Point Clouds for 3D Object Detection /
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應用深度學習技術對咖啡生豆進行影像分析和品質評估 = = Applying deep learning techniques for image analysis and quality evaluation of green coffee beans /
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卷積神經網路結合長短期記憶模型之優化 —以股票市場價格預測為例 = = Optimization of Convolutional Neural Network Combined with Long Short-Term Memory Model— Take Stock Market Price Prediction as an Example /
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基於一維卷積神經網路優化結合長短期記憶之股票價格預測深度學習模型 = = A Deep Learning Model for Predicting Stock Prices Based on the Combination of Optimized One-Dimensional Convolutional Neural Network and Long Short-Term Memory /
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基於深度學習之肛門指診預測對攝護腺 D'Amico Risk 等級分類 = = Prostate D'Amico Risk Classification Based on DRE Prediction Based on Deep Learning /
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使用BERT分類器進行刑事相關法條預測以及裁判書推薦 = = Using BERT Classifiers for Criminal Law Articles Prediction and Judgements Recommendation /
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使用生成對抗網路技術於光學同調斷層掃描以消除多層樣品偽影 = = Applying Generative Adversarial Network to Optical Coherence Tomography Image for Multilayer Sample Artifact Elimination /
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使用毫米波雷達結合長短期記憶神經網路之智慧停車預測系統開發 = = Development of intelligent parking prediction system using millimeter wave radar combined with long short-term memory neural network /
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使用生成對抗網路技術於麥克生感測器訊號解調之研究 = = Research on Signal Demodulation of Michelson Sensor Using Generative Adversarial Network Technology /
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基於深度學習之圖像分割實現機器人載具地板區域辨識方法 = = A New Recognition Floor Region based on FCN Neural Network for Unmanned Ground Vehicle /
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結合人工智慧辨識及廣域物聯網技術應用於販售系統 = = New Generation Artificial Intelligent Vending Machine System based on LoRaWan IOT Network /
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以深度學習為基礎之野外倒立水母辨識技術之研究 = = Research on Field Inverted Jellyfish Recognition Technology Based on Deep Learning /
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基於BERT-BiLSTM之COVID-19推文情感分析 = = Sentiment Analysis of COVID-19 Tweets Data Based on BERT-BiLSTM /
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泵浦導輪氬焊焊道瑕疵檢測之研究 = = Research on the Detection of Weld Bead Defects in Argon Welding of Pump Guide Wheel /
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運用震動與聲音訊號深度學習模型於設備狀態檢測系統開發與實現 = = Development and Implementation of Equipment Status Detection System Using Vibration and Acoustic Signal Deep Learning Models /
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應用飛拍於細小孔洞連續掃描 = = Application of Flying Trigger for Continuous Inspection of Small Holes /
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運用深度學習辨識3D工件方位之研究 = = Recognizing 3D Object Position and Orientation with Deep Learning /
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應用Pix2Pix生成對抗網路來消除頻域光學同調斷層掃描圖像中的鏡像雜訊和移動假影 = = Applying Pix2Pix generative adversarial networks to eliminate mirror noise and motion artifacts in frequency domain optical coherence tomography /
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基於Pixel2PixelGAN的光纖干涉感測器強健解調方法 = = The Robust Demodulation Method for Fiber Optic Interferometric Sensors by Pixel2Pixel GAN /
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基於深度學習之前列腺癌病人的臨床意義分級診斷 = = Grading Diagnosis of Clinical Significance for Prostate Cancer Based on Deep Learning /
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FCN和Segnet語義分割模型優化 = = Optimization of FCN and Segnet Semantic Segmentation Models /
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運用深度學習於溺水事件檢測之研究與探討 = = Research and Investigation on Deep Learning for Drowning Incident Detection /
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植基於ROS架構下之AI影像辨識定位與機間通訊功能之無人機蜂群研製 = = Development of Swarm Drones Based on ROS Architecture By AI Image Recognition, Localization, and Inter-Vehicle Communication Functions /
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基於畫面內及畫面間學習之三維卷積神經網路超解析技術 = = Intra-frame and Inter-frame Learning-based 3D Convolutional Neural Network Super-resolution /
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使用DCU-Net於積水偵測與分割之研究 = = A Study of Water-Puddle Detection and Segmentation Using DCU-Net /
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基於專利領域預訓練結合大型語言模型以評估專利文本與生成 = = Assessing Patent Texts and Generating Patents Based on Patent Domain Pre-training Combined with Large Language Model /
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類神經網路於技術指標之評估:以台灣加權指數為例 = = Neural Network on Evaluation of Technical Indicators - An example of TAIEX /
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基於深度學習對越南交通流量檢測與違規行為分析 = = Traffic flow detection and violation analysis in Vietnam based on deep learning /
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基於循環特徵位移之關鍵點實例網路於車道偵測 = = PINET-RES:Point Instance Networks Based on Recurrent Feature-Shift for Lane Detection /
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基於深度學習之杏鮑菇自動化分級系統之研究 = = Research of Automated Classification System of Pleurotus eryngii Based on Deep Learning /
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Application of deep learning methods in healthcare and medical science
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Handbook of deep learning in biomedical engineering and health informatics
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Convolutional neural networks for medical image processing applications
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Deep learning approaches for early diagnosis of neurodegenerative diseases
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