Deep Learning Applications 1st edition by Wani , Kantardzic , ‎SayedMouchaweh 9811518157 9789811518157

Product details:

ISBN 10: 9811518157
ISBN 13: 9789811518157
Author:  Wani; Kantardzic; ‎SayedMouchaweh

This book presents a compilation of selected papers from the 17th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA 2018), focusing on use of deep learning technology in application like game playing, medical applications, video analytics, regression/classification, object detection/recognition and robotic control in industrial environments. It highlights novel ways of using deep neural networks to solve real-world problems, and also offers insights into deep learning architectures and algorithms, making it an essential reference guide for academic researchers, professionals, software engineers in industry, and innovative product developers.

Table of contents:

Quasi-Newton Optimization Methods for Deep Learning Applications

Medical Image Segmentation Using Deep Neural Networks with Pre-trained Encoders

Ensemble of 3D Densely Connected Convolutional Network for Diagnosis of Mild Cognitive Impairment and Alzheimer’s Disease

Detecting Work Zones in SHRP2 NDS Videos Using Deep Learning Based Computer Vision

Action Recognition in Videos Using Multi-stream Convolutional Neural Networks

Deep Active Learning for Image Regression

Deep Learning Based Hazard Label Object Detection for Lithium-ion Batteries Using Synthetic and Real Data

Enabling Robust and Autonomous Materialhandling in Logistics Through Applied Deep Learning A

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