DengueNet

This is the repo for the IJCAI workshop paper entitled "DengueNet: Dengue Prediction using Spatiotemporal Satellite Imagery for Resource-Limited Countries".

File Structure

• model: Contains all the model (a.k.a. DengueNet) implementation
• py_script: Contains the main python scripts to run
  • Demo.py: Plot images and results for demo
  • Evaluate.py: Evaluate stored models' performance
  • Train.py: Read in the dataset and train models
• util: Contains the helper functions
• README.md: The basic setup for this project
• environment.yml: The library setup we used in this project.

Dataset Structure

The dataset contains images from five Colombian municipalities. Each municipality has 156 records of data.

• Medellin
  • feature
    • 201601.pickle
    • 201602.pickle ...
    • 201852.pickle
  • image
    • 201601.tiff
    • 201602.tiff ...
    • 201852.tiff
• Ibague
• Cali
• Villavicencio
• Cucuta