A streamlit app to predict if the images of breast tissues is cancerous or not.
Try the app by clicking on this link
Streamlit is a python library that helps deploy your scripts onto the web.
This app is takes in images of breast tissue and sends it over to a CNN model trained on tissue samples using tensorflow and is deployed as and api using flask on Heroku.
The api code can be found here
After uploading of images and pressing the predict button the app shows a table with the name of images and the prediction the model has produced in the prediction column.
The predictions can also be downloaded as a csv.
Demo of the streamlit app
