Analysis of deep learning methods and models for solving applied problems

Authors

Volodymyr Kuzin
NTUU "Igor Sikorsky Kyiv Polytechnic Institute"
https://orcid.org/0009-0007-1077-0382
Andrii Shelestov
NTUU "Igor Sikorsky Kyiv Polytechnic Institute"
https://orcid.org/0000-0001-9256-4097

Keywords:

machine learning, computer vision, ecological-economic analysis, imbalanced datasets, evolutionary algorithm, labeling problem, generative networks, satellite intelligence, multimodal data, rural infrastructure development, graph data, economic activity indicators, Land cover classification, Transfer learning

Computer Vision Methods and Deep Neural Networks for Ecological and Economic Analysis

Downloads

Pages

11-48

Published

November 28, 2024

Categories

Details about this monograph

Co-publisher's ISBN-13 (24)

978-966-00-1940-9

Date of first publication (11)

2024-11-28