bcd-fastapi

An end-to-end implementation of Breast Cancer Detection using prosemble ML package within the fastapi framework with deployment on Heroku platform as a service cloud.

How to use

To diagnose breast cancer disease and return the confidence of the diagnosis,

1. click on the bcd-fastapi on the environments section and then click on view deployment or simply use the link https://bcd-fastapi.herokuapp.com/docs
2. After opening the link click on GET ---> Try it out ---> Execute
3. click on POST ---> Try it out enter the values for Radius_mean and Radius_texture and enter the method either as soft or hard. Below is an example

"Radius_mean": 10,
"Radius_texture": 9.8,
"Method": "soft"

4. click on Execute

FlaskPyWebIO Version

For flaskPywebio integration version refer to bcd-FlaskPyWebIO

FlaskFlasgger and Streamlit framework Version

For Flask framework with Flasgger as well as Streamlit version: bcd-flaskflasgger