深度學習.

深度學習在機器人視覺辨識中的應用 = = Application of Deep Learning in Robot Visual Identification / by: (Language materials, printed)

自然語言處理工具的硬體測試與應用的研究 = = Study on Hardware Test for the Tools of Natural Language Processing and Applications / by: (Language materials, printed)

深度學習應用於影像辨識之來令片輪廓與位置分析 = = Using Deep Learning for Image Recognition of Brake Pad Contours and Positions / by: (Language materials, printed)

利用複合式深度學習模型來預測股價 = = Stock Price Forecasting by Hybrid Deep Learning Models / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

架空輸電線路絕緣礙子物件偵測與識別系統 = = Object Detection and Identification System for Insulator of Overhead Transmission Lines / by: (Language materials, printed)

運用Faster-RCNN進行貓狗偵測和辨識 = = Applying Faster-RCNN for cat and dog detection and identification / by: (Language materials, printed)

利用深度學習網路技術於ARM Cortex-M MCU實現低功耗之電路板毀損檢測系統 = = A Design of using Deep Learning Technology to Implement Low Power PCB Defection Detection on ARM Cortex-M Microcontroller / by: (Language materials, printed)

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 / by: (Language materials, printed)

使用數據挖掘技術並透過深度學習方法實現生理參數預測 = = Estimations of Physiological Parameter Using Data Mining Technology and Deep Learning Approach / by: (Language materials, printed)

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 / by: (Language materials, printed)

基於深度學習於大型數據集實現生理參數預測 = = Realizing Physiological Parameter Estimations with Large Dataset based on Deep Learning Algorithms / by: (Language materials, printed)

校園內貓狗品種分類器之研究 = = Development of Dogs and Cats Breed Classifier in Campus Area / by: (Language materials, printed)

深度學習應用於預測台股股價之走勢 = = Stock Trends Prediction by Using Deep Learning / by: (Language materials, printed)

基於動態時間扭曲之人體動作比對 = = Human Motion Comparison Based On Dynamic Time Warping / by: (Language materials, printed)

結合可調適之人工智慧DPU處理器於可規劃邏輯電路加速卡實現快速鳥類辨識與判別 = = A Fast Novel Bird Detection and Identification Based on Configurable AI DPU Processor on FPGA Accelerator Card / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

四軸無人機電力續航力預估系統 = = Quadcopter Drones Power Endurance Prediction System / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

基於多角度相機之深度學習與即時影像辨識來令片之表面瑕疵檢測 = = Brake Pad Surface Defect Detection Based on Dual-Camera Deep Learning and Real-Time Image Recognition / by: (Language materials, printed)

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 / by: (Language materials, printed)

基於動作資訊之壓縮視訊超解析技術 = = Motion-based Super-resolution Technique for Compressed Videos / by: (Language materials, printed)

基於條件式生成對抗網路對圖像做除雨 = = Image De-raining Based on Conditional Generative Adversarial Networks / by: (Language materials, printed)

智慧農作物品質偵測系統 = = Intelligent crop quality inspection system / by: (Language materials, printed)

應用深度學習網路於燒傷傷口影像分割及分級之研究 = = Using Deep Learning Network for Burn Image Segmentation and Burn Depth Classification / by: (Language materials, printed)

應用於電子元件分類之卷積神經網路模型 = = Convolutional Neural Network Models for Electronic Component Classification / by: (Language materials, printed)

運用深度學習技術進行瑕疵檢測 = = Defect Detection Using Deep Learning / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

異常軌跡自動偵測 = = Automatic Detection of Abnormal Trajectories / by: (Language materials, printed)

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 / by: (Language materials, printed)

基於條件生成對抗網路的多層全域式頻域光學同調斷層掃描系統的偽影消除器的實現 = = Implementation of Conditional Generative Adversarial Network based Artifact Eliminator for Multi-Layer Fourier Domain Optical Coherence Tomography System / by: (Language materials, printed)

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 / by: (Language materials, printed)

基於ROS2.0分散式通訊架構之深度學習物件偵測應用於車聯網系統的研究 = = Research on Deep Learning Object Detection Based on ROS2.0 Distributed Communication Architecture for Vehicle-to-everything Systems / by: (Language materials, printed)

基於深度學習之不完全影像辨識實現 -以交通號誌辨識系統為例 = = Realization of Incomplete Image Recognition Based on Deep Learning - An Example of Traffic Signs / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

SqueezeNet卷積神經網路之優化 = = Optimization of SqueezeNet Convolutional Neural Network / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

深度學習於具線性區塊碼的光分碼多重擷取網路之研究 = = Exploration of Deep Learning Applications in Optical Code Division Multiple Access Networks Featuring Linear Block Codes / by: (Language materials, printed)

基於深度學習預測根管治療及牙冠裝戴後之牙根斷裂風險 = = Predicting the Risk of Root Fracture After Root Canal Treatment and Crown Placement Based on Deep Learning / by: (Language materials, printed)

類神經網路分析膽固醇液晶之參數研究 = = Study on Material Parameters of Cholesteric Liquid Crystals by Artificial Neural Networks / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

使用YOLO演算法檢測機械密封墊片缺陷 = = Inspection of the Mechanical Seal Gasket Defects Using YOLO Algorithm / by: (Language materials, printed)

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 / by: (Language materials, printed)

基於BERT-BiLSTM之COVID-19推文情感分析 = = Sentiment Analysis of COVID-19 Tweets Data Based on BERT-BiLSTM / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

應用飛拍於細小孔洞連續掃描 = = Application of Flying Trigger for Continuous Inspection of Small Holes / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

基於深度學習之上顎第二顆大臼齒牙根融合半自動辨識系統 = = Semi-Automatic Recognition System for Maxillary Second Molar Root Fusion Based on Deep Learning / by: (Language materials, printed)

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 / by: (Language materials, printed)

FCN和Segnet語義分割模型優化 = = Optimization of FCN and Segnet Semantic Segmentation Models / by: (Language materials, printed)

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 / by: (Language materials, printed)

人工智慧聲音識別深度學習應用於脈衝渦電流非接觸式檢測系統 = = Pulsed Eddy Current Non-Contact Detection System by Using AI Deep Learning Sound Recognition / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

基於深度學習之車輛速度估算 = = Deep Learning-based Vehicle Speed Estimation / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

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 / by: (Language materials, printed)

基於深度學習的影像處理技術在車輛視覺共享辨識之應用研究 = = Study on the Application of Deep Learning Based Image Processing Techniques in Vehicle Vision Sharing Recognition / by: (Language materials, printed)

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 / by: (Language materials, printed)

考量雜訊的雙模式視訊及音訊的身份識別之深度學習方法設計及應用 = = Designs of deep learning methods and applications on dual-mode video and audio identity recognition with considerations of noises / by: (Language materials, printed)

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 / by: (Language materials, printed)

卷積神經網路之比較研究 = = A Comparative Study of Convolutional Neural Networks / by: (Language materials, printed)

基於深度學習之小黃瓜分級檢測與搬運履帶車人像追蹤研究 = = A Study on The Grading and Detection of Cucumbers Based on Deep Learning and The Tracking of Human Figures by Transport Crawler / by: (Language materials, printed)

自駕車視覺定位與追跡控制之研究 = = Research on Visual Localization and Tracking Control of Autonomous Vehicles / by: (Language materials, printed)

基於深度學習之海草生態區域識別技術 = = Deep Learning-based Seagrass Ecology Area Recognition Technique / by: (Language materials, printed)

基於深度學習之野外動物辨識與計數 = = Wild Animal Recognition and Counting Based on Deep Learning / by: (Language materials, printed)

利用生成對抗網路於深度圖修補 = = Using Generative Adversarial Networks to Depth Map Inpainting / by: (Language materials, printed)

整合深度學習與多重特徵提取之人物辨識及全身追蹤系統 = = Integrating Deep Learning and Multiple Feature Extraction Methods for Person Recognition and Full-Body Tracking System / by: (Language materials, printed)

以深度學習預測吊掛輸送工件之擺動行為 = = Predicting the Swing Behavior of a Conveyed Hung Workpiece Using Deep Learning / by: (Language materials, printed)

基於深度學習的LED矩陣類嵌套圖案編解碼技術於光學相機通訊系統之研究 = = Deep Learning-Based Encoding and Decoding of Quasi-Nested Patterns in LED Matrix for Optical Camera Communication Systems / by: (Language materials, printed)

基於深度學習的多模光纖散斑圖像還原與偏振影響之研究 = = Deep Learning-Based Reconstruction of Multimode Fiber Speckle Patterns and Polarization Influence / by: (Language materials, printed)

深度學習模型在透明液體雜質與瓶身瑕疵檢測之應用 = = The Application of Deep Learning Models in Detecting Impurities in Transparent Liquids and Defects on Bottle Surfaces / by: (Language materials, printed)

基於深度學習之工業設備健康監控與異常診斷系統開發 = = Development of a Deep Learning-Based System for Health Monitoring and Anomaly Diagnosis of Industrial Equipment / by: (Language materials, printed)

基於去噪自編碼器技術實現光體積描記信號的噪訊抑制研究 = = Advanced Noise Suppression in Photoplethysmography Signals Using Denoising Autoencoder Technique / by: (Language materials, printed)

基於Python之深度學習模型於MATLAB之遷移與整合機制研究 = = Study on the Migration and Integration Mechanism of Python-Based Deep Learning Models on the MATLAB / by: (Language materials, printed)

使用轉移學習與一對多雙向門控循環單元卷積神經網路進行非侵入式用電設備監測 = = Non-Intrusive Load Monitoring Using Transfer learning with One-to-many Bidirectional Gated Recurrent Unit Convolutional Neural Network / by: (Language materials, printed)

電動輔助自行車的控制系統設計 = = Control System Design of an Electric Pedal-Assist Bicycle / by: (Language materials, printed)

基於改良式YOLO之多模型合併階層式影像辨識轉自然語言系統之研究 = = Multiple Merged Structures Image Recognition To Natural Language System Based On An Improved YOLO Algorithm / by: (Language materials, printed)

基於Xception 與 DenseNet 深度學習於皮膚癌影像辨識之研究 = = Identification of Skin Cancer Images by Xception and DenseNet Neural Networks / by: (Language materials, printed)

基於FCN和U-Net之語義分割模型優化 = = Improved Semantic Segmentation Models based on FCN and U-Net / by: (Language materials, printed)

基於聯邦學習的石化工業物聯網網路攻擊辨識研究 = = Research on Network Attack Detection in Petrochemical Industrial IoT Using Federated Learning / by: (Language materials, printed)

基於感測影像深度學習的居家智慧防護與服務系統設計 = = A Smart Security and Service Home System by Deep Learning of Sensing Images Design / by: (Language materials, printed)

基於數位孿生與深度學習的智能運動姿態識別與技術優化系統 = = Intelligent Motion Posture Recognition and Technical Optimization System Using Digital Twin and Deep Learning / by: (Language materials, printed)

LION++:結合自適應軸方向特徵門控與分層時空擴散機制之三維物件偵測強化方法 = = LION++: Enhancing 3D Object Detection via Adaptive Axis-wise Feature Gating and Hierarchical Spatio-Temporal Diffusion / by: (Language materials, printed)

應用於小物件偵測之融合跨階段與全域上下文增強之注意力強化特徵金字塔網路 = = Attention-Augmented Feature Pyramid Networks with Cross-Stage and Global Context Enhancement for Small Object Detection / by: (Language materials, printed)