Women-Diabetes-Detector

KO | EN

gitlite — search

#ai #typescript #llm #golang #android #docker #nodejs #kubernetes #awesome-list #pytorch #ios #mcp #openai #open-source

Women-Diabetes-Detector

(★ 3)

A web app for detection of diabetes among women

Women-Diabetes-Detector 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# Women-Diabetes-Detector
A dockerized end to end ML Web app for web app for detection of diabetes among women with a high classification accuracy.

# Features
1. Various plots to get detailed information about how different algortihms classify thereby affecting a diabetes diagnosis.
![Demo1](https://user-images.githubusercontent.com/51918054/120273077-a78b3580-c2cb-11eb-91b4-042fb6664b07.gif)
2. Train and load your own custom models using various algorithms on the go.
![Demo2](https://user-images.githubusercontent.com/51918054/120272659-14520000-c2cb-11eb-9c12-a56f50a854af.gif)
3. Look at raw data. 
![Demo3](https://user-images.githubusercontent.com/51918054/120271795-8fb2b200-c2c9-11eb-9fa6-e5974ee99bd6.png)
4. Clean and Simple UX and UI :) 
![Demo4](https://user-images.githubusercontent.com/51918054/120271547-29c62a80-c2c9-11eb-8d1d-579076d82924.png)
 
# Link for web app:
http://whispering-everglades-97562.herokuapp.com/

Note - The app takes time to load for first time.

# Running code locally:
1. Git clone the repository 
2. Open CMD, navigate to cloned directory and run "pip install -r requirements.txt" This will install all the dependencies including Streamlit.
3. In the project directory open a command prompt and enter "streamlit run app.py" This will start Streamlit locally.

# Project History
I had already made this project for practice in a jupyter notebook but wanted to learn how to deploy ML models so that anyone can use them hence I decided to revisit the project and make a full fledged web app using streamlit. I then deployed a docker container of the webapp on Heroku

Women-Diabetes-Detector

Women-Diabetes-Detector 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Women-Diabetes-Detector

Women-Diabetes-Detector 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README