ESA-PhiLab/MapYourCity

http://platform.ai4eo.eu/map-your-city - AI4EO Challenge MapYourCity - Multi-modal street-view - EO dataset

MapYourCity

Starter notebook for AI4EO #MapYourCity Challenge

• The main file in this repo is: MapYourCity-data-exploration.ipynb

• An example DataLoader (PyTorch) for the MapYourCity dataset can be found in: src_model/MapYourCity_ExampleDataLoader.py

• For the baseline model, the files are: src_model/MapYourCity_ExampleTrain.py and src_model/MapYourCity_ExampleTest.py (and model_notebook/Challenge_AI4EO_Model_Notebook.ipynb)

Flowchart diagram for the baseline model

The model performs data fusion of the three different modalities of street-view images, top-view VHR images, and Sentinel-2 data in the latent feature space. The flowchart diagram of the model is:

The document that describes the baseline model for the challenge can be found here.