AI4EO ESA Challenge
Starter notebook for AI4EO #MapYourCity ESA Challenge:
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The main file in this repo is: MapYourCity-data-exploration.ipynb
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An example DataLoader (in PyTorch) for the MapYourCity dataset can be found in: src_model/MapYourCity_ExampleDataLoader.py
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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)
Paper: http://arxiv.org/pdf/2502.13818
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.
Also: Main file: ./docs/AI4EO Challenge MapYourCity Development of model.pdf