Space: SahilRaja/Kidney_Disease_Classifier
title: Kidney Disease Classification
sdk: docker
license: apache-2.0
short_description: A deep learning-based project to classify kidney diseases.
tags: deep learning, medical imaging, kidney disease, classification, FastAPI, TensorFlow, healthcare AI, Docker
long_description: This project leverages deep learning techniques to classify kidney disease from medical images. It includes a binary classifier to identify kidney CT scans and a multi-class classifier to differentiate types of kidney diseases, such as cysts, stones, tumors, or normal conditions. The backend is built with FastAPI and containerized using Docker, while the frontend, developed with Next.js, provides a user-friendly interface for uploading images and viewing results.

Tags: docker, deep learning, medical imaging, kidney disease, classification, FastAPI, TensorFlow, healthcare AI, Docker, region:us