DermaDetect – AI-Based Tool For Preliminary Diagnosis Of Dermatological Manifestations

Q: How many days will it take for my paper to be published?

The review time for papers is not fixed. However, if the paper is accepted and the author completes the processing charges formalities, the paper will be published within a few working days.

Q: I would like to receive a hard copy of the journal materials. Are there any additional charges?

You can log in to the author portal and pay 500 INR to receive the hard copy materials.

nusha Shekar Gouda Malipatil; Sneha S Ballari; Thaksha Prabhakar; Sneha A; Mr. Ramesh T; Ramyashree H G

DermaDetect – AI-Based Tool For Preliminary Diagnosis Of Dermatological Manifestations

Authors: nusha Shekar Gouda Malipatil, Sneha S Ballari, Thaksha Prabhakar, Sneha A, Mr. Ramesh T, Ramyashree H G

Unique Paper ID: 179512
Volume: 11
Issue: 12
PageNo: 8199-8205

Keywords: Deep Learning Skin Disease Detection MobileNetV2 Image Classification Gradio Web App Dermatology.

Abstract:
Skin diseases are among the most common health issues worldwide, yet early and accurate diagnosis is often limited by lack of access to dermatologists. To address this, we developed DermaDetect, a web-based deep learning application that classifies skin disease images into five categories: Actinic Keratosis, Alopecia, Chondrodermatitis Nodularis, Keloids, and Molluscum Contagiosum. The system is powered by a fine-tuned MobileNetV2 model trained on labeled dermatology images. It provides instant predictions with confidence scores through a user-friendly web interface built using Gradio. This project aims to support early detection and reduce the diagnostic burden in remote or resource- constrained areas.

Download article

email to a friend

Cite This Article

ISSN: 2349-6002
Volume: 11
Issue: 12
PageNo: 8199-8205

DermaDetect – AI-Based Tool For Preliminary Diagnosis Of Dermatological Manifestations

Available:https://ijirt.org/article?manuscript=179512

16 May, 2025

CHATBOT FOR JOURNAL WEBSITE

16 May, 2025

Under Water Image Enhancement

16 May, 2025

Cloudburst Prediction System

Impact Factor
8.01 (Year 2024)

UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now