AnimalAid AI: A Deep Learning Powered Early Warning System for Detecting Skin Infections and Diseases in Stray Dogs

Sharan Subhas Savalagi; Basavarajappa Sedam; P.Sripalreddy

AnimalAid AI: A Deep Learning Powered Early Warning System for Detecting Skin Infections and Diseases in Stray Dogs

June 2026

Vol-12, Issue-3

Paper ID: 28609

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Science and Engineering

Keywords

Deep Learning Computer Vision CNN VGG16 Canine Skin Disease Detection OpenCV Flask Veterinary Healthcare Generative AI Animal Welfare Demodicosis Dermatitis Ringworm Transfer Learning Image Classification

Abstract

AnimalAid AI is an intelligent Deep Learning and Computer Vision powered veterinary healthcare framework developed for automated detection and classification of canine skin diseases using healthcare imagery. The proposed system integrates CNN and VGG16 analytical architectures together with OpenCV-based preprocessing methodologies for identifying dermatological conditions including Dermatitis, Fungal Infections, Healthy, Hypersensitivity, Demodicosis, and Ringworm. The framework additionally incorporates a Flask-based healthcare environment, dashboard monitoring infrastructure, Generative AI powered veterinary guidance, and Knowledge Hub educational accessibility. The experimental outcomes demonstrate substantial predictive veterinary precision, analytical consistency, and intelligent healthcare reliability, thereby contributing toward technologically enhanced veterinary accessibility, automated disease monitoring, and improved animal welfare sustainability.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Sharan Subhas Savalagi	Visvesvaraya technological university, belagavi
2	Basavarajappa Sedam	Visvesvaraya technological university, belagavi
3	P.Sripalreddy	Visvesvaraya technological university, belagavi

How to Cite

Use the following formats to cite this article in your research.

APA Style

Savalagi, Sharan Subhas, Sedam, Basavarajappa, & P.Sripalreddy (2026). AnimalAid AI: A Deep Learning Powered Early Warning System for Detecting Skin Infections and Diseases in Stray Dogs. International Journal of Advance Research and Innovative Ideas In Education, 12(3), 2008-2012.

MLA Style

Savalagi, Sharan Subhas, et al. "AnimalAid AI: A Deep Learning Powered Early Warning System for Detecting Skin Infections and Diseases in Stray Dogs." International Journal of Advance Research and Innovative Ideas In Education, vol. 12, no. 3, 2026, pp. 2008-2012.

IEEE Style

Sharan Subhas Savalagi, Basavarajappa Sedam, and P.Sripalreddy, "AnimalAid AI: A Deep Learning Powered Early Warning System for Detecting Skin Infections and Diseases in Stray Dogs," International Journal of Advance Research and Innovative Ideas In Education, vol. 12, no. 3, pp. 2008-2012, 2026.

Vancouver Style

Savalagi Sharan Subhas, Sedam Basavarajappa, P.Sripalreddy. AnimalAid AI: A Deep Learning Powered Early Warning System for Detecting Skin Infections and Diseases in Stray Dogs. International Journal of Advance Research and Innovative Ideas In Education. 2026;12(3):2008-2012.

Harvard Style

Savalagi, Sharan Subhas, Sedam, Basavarajappa, & P.Sripalreddy (2026) 'AnimalAid AI: A Deep Learning Powered Early Warning System for Detecting Skin Infections and Diseases in Stray Dogs', International Journal of Advance Research and Innovative Ideas In Education, 12(3), pp. 2008-2012.

Chicago Style

Savalagi, Sharan Subhas, Basavarajappa Sedam, and P.Sripalreddy. "AnimalAid AI: A Deep Learning Powered Early Warning System for Detecting Skin Infections and Diseases in Stray Dogs." International Journal of Advance Research and Innovative Ideas In Education 12, no. 3 (2026): 2008-2012.

Turabian Style

Savalagi, Sharan Subhas, Basavarajappa Sedam, and P.Sripalreddy. "AnimalAid AI: A Deep Learning Powered Early Warning System for Detecting Skin Infections and Diseases in Stray Dogs." International Journal of Advance Research and Innovative Ideas In Education 12, no. 3 (2026): 2008-2012.