Repository for our project in Experts in Teamwork (EiT) at NTNU. The web app serves predictions for surface water temperatures at future dates, based on historical data from YR / Norwegian Meteorological Institute. Predictions are served via a pretrained Keras model that is loaded in a firebase function with Tensorflow.js.
The ML model consists of time-series data fed through a single convolutional layer which is then fed into two bidirectional layers of LSTM. This structure is commonly known as the "CNN-LSTM" model.
- Anders Hoel
- Herman Sletmoen
- Nora Høva Erevik
- Kaja Sofie Lundgaard
- Henrik Lia
- Magnus Schjølberg