Inspiration
It's hard to keep track of fuel prices. There are several apps and websites, which show the current gas prices but none which can forecast the price trend of fuel prices at specific gas stations.
What it does
FuelUp.Ai can predict the fuel prices for given gas stations for up to seven days!
How we built it
We used the Tankerkönig-API to get timeseries of fuel prices from gas stations in germany from 2014 until now. The timeseries where preprocessed to be digestible for our convolutional neural network. Afterwards we trained for each gas station one model, e.g. Aral gas station in Karlsruhe of the Diesel prices for the next 7 Days.
Built With
- cnn
- keras
- python
- tensorflow
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