README.md

cloud_computing_project

This project is mainly for recording the deployment of a simple web application on AWS.

Overview of the project

For tweets rumor detection

This is under 'NLP' section. Except for tweet rumor detection, we have present the tweet texts from the embeded code of tweets, sentiment analysis and key phrase extraction. The models are from AWS Sagemakers(in the 'BlazingText' folder). Besides, we have just trained a bert model for tweet rumor detection and have a precision of 84% on kaggle competition without fine-tuning the parameters. The training and prediction file are on the BERT folder which you could train yourself a better model. Our trained model is here

For face beauty prediction

For FBP, we are using the trained model.

Demo pictures of the ML Service Website

The following pictures are for the ML service website deployed on Elastic Beanstalk.