Transfer learning based skin disease detection system

  • Unique Paper ID: 198708
  • Volume: 12
  • Issue: 11
  • PageNo: 9538-9539
  • Abstract:
  • Skin diseases worldwide affect a large population but early detection can reduce their impact. Advances in artificial intelligence and deep learning have enabled automated medical image analysis. This paper proposes a transfer learning-based skin disease detection framework that integrates deep convolutional networks. The early detection system uses the Xception model for feature extraction and classification, along with a voting classifier for prediction. YOLOv5x6, YOLOv8, and YOLOv9 models are used for accurate lesion detection in skin care applications

Copyright & License

Copyright © 2026 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{198708,
        author = {kalluri madhusudhan and Kasetty Parameswar Naidu and k.madhusudhan and k.pavan kumar},
        title = {Transfer learning based skin disease detection system},
        journal = {International Journal of Innovative Research in Technology},
        year = {2026},
        volume = {12},
        number = {11},
        pages = {9538-9539},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=198708},
        abstract = {Skin diseases worldwide affect a large population but early detection can reduce their impact. Advances in artificial intelligence and deep learning have enabled automated medical image analysis. This paper proposes a transfer learning-based skin disease detection framework that integrates deep convolutional networks. The early detection system uses the Xception model for feature extraction and classification, along with a voting classifier for prediction. YOLOv5x6, YOLOv8, and YOLOv9 models are used for accurate lesion detection in skin care applications},
        keywords = {Transfer Learning, Skin Disease Detection, Xception, Voting Classifier, YOLO, Deep Learning, Dermoscopy, Medical Image Analysis},
        month = {April},
        }

Cite This Article

madhusudhan, K., & Naidu, K. P., & k.madhusudhan, , & kumar, K. (2026). Transfer learning based skin disease detection system. International Journal of Innovative Research in Technology (IJIRT), 12(11), 9538–9539.

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