Recognition of Images of Micro-Objects Based On a Neural Network of a Transparent Structure

Authors

  • Djumanov Olimjon Israilovich Candidate of Technical Sciences, Associate Professor, Department of Information Technologies, Samarkand State University, Samarkand, Uzbekistan
  • Nazarov Bahrom Mustafaevich Graduate student, Department of Information Technologies, Samarkand State University, Samarkand, Uzbekistan

Keywords:

micro-object, recognition, classification, neural network, algorithm, identification, modification, learning

Abstract

Scientific and methodological foundations, models and mechanisms for training neural networks of a transparent structure have been developed to solve the problems of recognition and classification of micro-objects with a minimum size of the training subset. A software package has been created using the example of pollen grain image recognition.

Downloads

Published

2022-02-16

How to Cite

Israilovich, D. O. ., & Mustafaevich, N. B. . (2022). Recognition of Images of Micro-Objects Based On a Neural Network of a Transparent Structure. International Journal of Innovative Analyses and Emerging Technology, 2(2), 43–48. Retrieved from https://oajournals.net/index.php/ijiaet/article/view/1020

Issue

Vol. 2 No. 2 (2022): February

Section

Articles