For the ennakkotehtävä, I ultimately chose to tackle task 2, and its accompanying 4 and 5.
In other words, my goal was to create an app/website that could visualize the historical as well as predicted future global temperatures where latitudes and longitudes could clearly be seen.
So as a result, this task will be split into three parts.
- A small demo of the Visualization can be seen by running the file "VisualizationDemo.html" in the folder "1. Visualization Demo (NuclearWinter)" (Tasks 2, 4). WARNING!: The visualization produces a flickering artifact when being used and may cause discomfort and/or seizures for those with photosensitive epilepsy. Viewer discretion is advised.
- The Deep Learning NN architecture that generated those images and a discussion on the evaluation/error margins of the model can be found in the following google colaboratory online jupyter notebook. https://colab.research.google.com/drive/1Gtu1elOlxB5slLdQuzBm8-7_FEe-rj58 (Task 4)
- The Sequence Diagram describing how information flows between databases, a backend, and the front end considering monthly updates can be found in the folder "3. Sequence Diagram". (Task 5)
Each of these folder contains their own README which will help introduce the folder and its contents further.
To the code!
Here is a sneak peak into the action that lies ahead!