CLASSIFICATION MODEL OF MILITARY AVIATION BASED ON NEURAL NETWORK ENSEMBLE

Authors

  • Volodymyr Oliinyk National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Ukraine https://orcid.org/0000-0002-4647-2658
  • Pavlo Ponochovnyy National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Ukraine

Abstract

The paper presents a model for classifying military aviation based on images using an ensemble of neural networks. Popular actual convolutional neural networks (CNN) served as the base models and were fined-tuned on relevant data. An ensemble of models was utilized to improve performance achieving high accuracy with reasonable compute requirements.

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Published

2024-05-10

Issue

Section

Machine learning, Big Data