Medical AI Research

Smart Healthcare AI — Skin Condition Classifier

Web application that classifies skin conditions from uploaded images using custom-trained ResNet-50 v2 deep learning model. Hosted on Hugging Face Spaces with browser-based Gradio client integration for educational purposes.

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Key results

ResNet-50

Model

Custom-trained deep learning

Serverless

Deployment

Hugging Face Spaces hosting

Browser

Interface

Direct Gradio client access

Project details

A comprehensive look at how we delivered exceptional results

Completed

Mar 2026

Client

Medical AI Research

Timeline

5 months

Industry

Healthcare AI

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The Challenge

Dermatological conditions often go undiagnosed due to limited access to specialists. An AI-powered screening tool was needed to provide preliminary assessments and encourage timely medical consultation.

Our Solution

We trained a custom ResNet-50 v2 model on dermatological images and deployed it on Hugging Face Spaces. The browser-based interface allows users to upload images and receive instant AI-powered skin condition classifications.

Key Features Delivered

Custom-trained ResNet-50 v2 model

Browser-based image upload

Instant AI-powered classification

Serverless deployment on Hugging Face

Educational disclaimers and guidance

Mobile-responsive interface

Technologies Used

PythonTensorFlowResNet-50Hugging FaceGradioNext.js

Business Impact

Accuracy

ResNet-50 deep learning

Accessibility

Browser-based screening

Education

Preliminary assessment tool

Client

Medical AI Research

Industry

Healthcare AI

Services provided

ai ml solutionsweb development

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