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

micro-object recognition classification neural network algorithm identification modification learning

Authors

  • Djumanov Olimjon Israilovich
    Israilovich@gmail.co
    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
Vol. 2 No. 2 (2022): February
Articles
February 16, 2022

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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.