2.035 hasil untuk machine learning
Menampilkan 201–220 · 0,70 detik · RSS
-
Buku
Applying Deep Learning Technology for Spatiotemporal Prediction of Air Pollution from Urban Mobile Sources
Mobile source emissions account for more than 80% of carbon monoxide and hydrocarbons and more than 90% of nitrogen oxides and solid particles in urban air pollutants. Also, mobile source emissions have become the main source of urban air pollution, causing serious damage to the social ecological…
-
Bab Buku Teks lengkap
Chapter Deep Learning Training and Benchmarks for Earth Observation Images: Data Sets, Features, and Procedures
Deep learning methods are often used for image classification or local object segmentation. The corresponding test and validation data sets are an integral part of the learning process and also of the algorithm performance evaluation. High and particularly very high-resolution Earth observation…
-
Buku
Artificial Intelligence and Deep Learning in Sensors and Applications
The aim of this reprint is to address increasingly complex human problems by utilizing various sensors to collect data, enabling the formulation of solutions through deep learning and artificial intelligence (AI). This trend creates a high demand for sensors while presenting new challenges in…
-
Buku Teks lengkap
Deep Learning and Computer Vision in Remote Sensing-II
Computer Vision (CV) have seen a massive rise in popularity in the remote sensing field over the last few years. This success is mostly due to the effectiveness of deep learning (DL) algorithms. However, remote sensing data acquisition and annotation, as well as information extraction from massive…
-
Buku Teks lengkap
Deep Learning and Computer Vision in Remote Sensing
…This success and progress is mostly due to the effectiveness of deep learning (DL) algorithms. In addition, the remote sensing community has shifted its attention to DL, and DL algorithms have been used to achieve significant success in many image analysis tasks. However, with regard to remote…
Juga tersedia di: DOAB
-
Buku Teks lengkap
Automated Optical Inspection of Deformable Linear Objects in Wiring Harnesses Applying Deep Learning and Synthetic Data
…scene creation, and data processing. The approach leverages deep learning algorithms trained with synthetic data to detect wiring harness components, including both rigid and deformable linear objects. FastAOI is implemented and vali-dated in two AOI systems, one for image and one for point cloud…
-
Buku Teks lengkap
Recent Advances in Deep Learning and Medical Imaging for Cancer Treatment
…carcinoma. It also includes items on the use of computer-aided, deep learning, and medical imaging-based cancer detection and diagnosis.
-
Buku
Deep Learning Applications with Practical Measured Results in Electronics Industries
This book collects 14 articles from the Special Issue entitled “Deep Learning Applications with Practical Measured Results in Electronics Industries” of Electronics. Topics covered in this Issue include four main parts: (1) environmental information analyses and predictions, (2) unmanned aerial…
-
Buku
Deep Learning for Pathology Detection and Diagnosis in Medical Imaging
…their subtle aspects, conducting to a virtual biopsy. Computer Vision and Machine Learning can be successfully employed to achieve this target. Thus, advanced image analysis combined with conventional machine learning, as well as the deep learning techniques, can lead to a highly accurate automatic…
-
Buku Teks lengkap
Edge-Cloud Computing and Federated-Split Learning in the Internet of Things
Federated Learning (FL) is a new collaborative learning method that allows multiple data owners to cooperate in ML model training without exposing private data. Split Learning (SL) is an emerging collaborative learning method that splits an ML model into multiple portions that are trained…
-
Buku Teks lengkap
Efficient Learning Machines: Theories, Concepts, and Applications for Engineers and System Designers
Machine learning techniques provide cost-effective alternatives to traditional methods for extracting underlying relationships between information and data and for predicting future events by processing existing information to train models. Efficient Learning Machines explores the major topics of…
-
Buku Teks lengkap
Deep Learning and Transformers’ Methods Applied to Remotely Captured Data
The areas of machine learning and deep learning have experienced impressive progress in recent years. This progress has mainly been driven by the availability of high processing performance at an affordable cost and a large quantity of data. Most state-of-the-art techniques today are based on deep…
-
Buku
Artificial Intelligence in Medical Imaging and Image Processing
This Reprint discusses the increasing significance of computer-aided diagnosis in modern healthcare, emphasizing its benefits for both medical professionals and patients. It highlights the growing role of automation in supporting human tasks, particularly in image analysis, facilitated by…
-
Buku Teks lengkap
Advanced Deep Learning Strategies for the Analysis of Remote Sensing Images
…of cutting-edge processing facilities has fostered the adoption of deep learning architectures owing to their generalization capabilities. In this respect, it seems evident that the pace of deep learning in the remote sensing domain remains somewhat lagging behind that of its computer vision…
-
Buku Teks lengkap
Proceedings of the 2021 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory
2021, the annual joint workshop of the Fraunhofer IOSB and KIT IES was hosted at the IOSB in Karlsruhe. For a week from the 2nd to the 6th July the doctoral students extensive reports on the status of their research. The results and ideas presented at the workshop are collected in this book in the…
-
Buku Teks lengkap
Data Mining
The availability of big data due to computerization and automation has generated an urgent need for new techniques to analyze and convert big data into useful information and knowledge. Data mining is a promising and leading-edge technology for mining large volumes of data, looking for hidden…
-
Buku Teks lengkap
Research Advances in Data Mining Techniques and Applications
…of data analysis, has been strengthened by artificial intelligence and machine learning to find patterns in this deluge of data and build future prediction models, turning it into a critical tool for decision-making. This book provides an understanding of the most modern techniques and uses for…
-
Buku Teks lengkap
Applications of Pattern Recognition
…model based on fixation eye movement, a visual interactive programming learning system, an approach based on color analysis of Habanero chili pepper, an approach for the visualization and analysis of inconsistent data, and finally, a system for building 3D abstractions with wireframes. On the other…
-
Bab Buku Teks lengkap
Chapter Automated Extraction of Bridge Gradient from Drawings Using Deep Learning
…gradient of a bridge from pixel-based construction drawings using deep learning. The bridge gradient, a key element of the structure’s axis, is critical for describing the elevation profile and axis slope. This information is implicitly contained in the longitudinal view of bridge drawings as…
Menampilkan maksimal 50 halaman. Persempit pencarian dengan filter untuk hasil yang lebih spesifik.