Evaluating Deep Learning Model ResNet50 for Dog Skin Disease Classification: AI-Powered Dog Care Companion

Abstract - In this study, a deep learning-based web application aimed at a classification of canine skin conditions using dermal images is presented. The paper elaborates on how the ResNet-50 architecture is exploited to educate the model in recognizing six basic skin conditions in dogs.

Authors

Publication Details

Journal
International Research Journal of Innovations in Engineering and Technology
Published
2025-01-01
DOI
https://doi.org/10.47001/irjiet/2025.iccis-202513
Primary Topic
Cutaneous Melanoma Detection and Management
Type
article
Field-Weighted Citation Impact
0.00
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article

Evaluating Deep Learning Model ResNet50 for Dog Skin Disease Classification: AI-Powered Dog Care Companion

B. S. Manoj, H N Vikas, Prakruthi Ganiga
International Research Journal of Innovations in Engineering and Technology
Cutaneous Melanoma Detection and Management
article

Evaluating Deep Learning Model ResNet50 for Dog Skin Disease Classification: AI-Powered Dog Care Companion

B. S. Manoj, H N Vikas, Prakruthi Ganiga
article en

Abstract

Abstract - In this study, a deep learning-based web application aimed at a classification of canine skin conditions using dermal images is presented. The paper elaborates on how the ResNet-50 architecture is exploited to educate the model in recognizing six basic skin conditions in dogs.

International Research Journal of Innovations in Engineering and TechnologyVol. 09(Special Issue ICCIS)
Quality Education
Openalex Percentile: Top 78%
Cutaneous Melanoma Detection and Management
DOIOpen Access PDFOpenAlex
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Evaluating Deep Learning Model ResNet50 for Dog Skin Disease Classification: AI-Powered Dog Care Companion — B. S. Manoj, H N Vikas, et al. · International Research Journal of Innovations in Engineering and Technology (2025) | TGRS Research Map | TGRS