flaskGitzella

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Fake News Detection app
A web application to detect fake news headlines based on CNN model with TensorFlow and Flask.
Vision(Xin) Wang
Updated 1 year ago

COVID-19 Fake News Web Detector

A CNN-based fake news classifier embedded in this app is from the research below:

Wang, X., Zhao, P., & Chen, X. (2020). Fake news and misinformation detection on headlines of COVID-19 using deep learning algorithms. International Journal of Data Science, 5(4), 316-332.

Demo

https://user-images.githubusercontent.com/28020765/141684823-fe4476cb-2e1c-4573-87d6-69d91da8d2ac.mp4

The app is deployed on Heroku: https://fake-news-detector-cnn.herokuapp.com/. Since the model built in tensorflow, it may spend a little bit long time when runing without GPU setting on Heroku application platform.

Tags deep learning tensorflow
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xin-wang-kr
Vision(Xin) Wang
 Gitzella Github
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