Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/arnab-4/xray_assistant

Last synced: about 1 month ago
JSON representation

Host: GitHub
URL: https://github.com/arnab-4/xray_assistant
Owner: arnab-4
Created: 2024-07-14T13:56:02.000Z (5 months ago)
Default Branch: main
Last Pushed: 2024-07-26T16:29:55.000Z (5 months ago)
Last Synced: 2024-07-26T18:21:37.194Z (5 months ago)
Language: Python
Size: 259 KB
Stars: 1
Watchers: 2
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

# Axe Analytics

Axe Analytics is a web application that leverages the power of Google's Gemini AI to analyze medical images, particularly X-rays, for potential bone fractures and abnormalities.

## Features

- **AI-Powered Analysis:** Utilizes the Gemini Pro model for accurate and detailed analysis of uploaded X-ray images.
- **User-Friendly Interface:** Provides a simple and intuitive interface built with Streamlit, allowing users to easily upload images and receive analysis results.
- **Comprehensive Reports:** Generates detailed reports outlining identified findings, including fracture locations and potential abnormalities.
- **Treatment Recommendations:** Offers recommendations for potential next steps, including suggested treatments based on the analysis.

## Screenshot

![Axe Analytics Screenshot](https://raw.githubusercontent.com/arnab-4/xray_assistant/main/demo.png)

## Getting Started

1. **Clone the repository:** `git clone https://github.com/arnab-4/xray_assistant.git`
2. **Install dependencies:** `pip install -r requirements.txt`
3. **Obtain a Gemini API key:** [https://developers.generativeai.google](https://developers.generativeai.google)
4. **Update `configs.py`:**
- Replace `{Enter Your Gemini API key}` with your actual API key.
- Customize model parameters and prompts as needed.
5. **Run the application:** `streamlit run app.py`

## Disclaimer

This application is intended for informational and educational purposes only. It is not a substitute for professional medical advice, diagnosis, or treatment.