HKUST-DNN_DA

State-level COVID-19 Trend Forecasting using Deep Neural Networks with Data Augmentation

About

HKUST-DNN_DA forecasts COVID-19 trends at state level using deep neural networks. Based on observations of deaths and cases since the outbreak [1], our models are trained to predict state-level weekly incident cases in Germany. Training processes are enhanced by specially designed data augmentation on observed data.

Latest state-level forecast

(updated on 2022-03-21)

more results

Contact

Chung-Yan FONG and Professor Dit-Yan YEUNG
Department of Computer Science and Engineering
The Hong Kong University of Science and Technology

Data source

[1] https://github.com/cfong32/covid19-forecast-hub-de/tree/master/data-truth/RKI