Predicting Bird Species Using Convolutional Neural Network

  • Unique Paper ID: 169965
  • Volume: 11
  • Issue: 6
  • PageNo: 2846-2847
  • Abstract:
  • This project aims to assist amateur birdwatchers in identifying bird species through images by leveraging a multimodal machine learning system. Using Convolutional Neural Networks (CNNs) for image classification, the system overcomes challenges like high intraclass variance, diverse poses, lighting conditions, and backgrounds. The user-friendly interface enhances accessibility for birdwatchers, researchers, and conservationists, contributing to ecological monitoring and conservation efforts.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{169965,
        author = {JEYAGANESHKUMAR and JANANI P and JOVITHA R and KANIMOZHI P},
        title = {Predicting Bird Species Using Convolutional Neural Network},
        journal = {International Journal of Innovative Research in Technology},
        year = {2024},
        volume = {11},
        number = {6},
        pages = {2846-2847},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=169965},
        abstract = {This project aims to assist amateur birdwatchers in identifying bird species through images by leveraging a multimodal machine learning system. Using Convolutional Neural Networks (CNNs) for image classification, the system overcomes challenges like high intraclass variance, diverse poses, lighting conditions, and backgrounds. The user-friendly interface enhances accessibility for birdwatchers, researchers, and conservationists, contributing to ecological monitoring and conservation efforts.},
        keywords = {Bird Species Identification, Convolutional Neural Networks (CNNs), Image Classification, Machine Learning},
        month = {November},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 6
  • PageNo: 2846-2847

Predicting Bird Species Using Convolutional Neural Network

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