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Exploratory code for doing DL on historical aerial datasets

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DeepMap code for DL on historical Aerial Images

The notebooks/ folder contains sample exploratory code to get familiar with libraries and APIs for GIS. The scripts/ folder contains the preprocessing and training code for the DeepMap model.

Installation

pip install . should work, though due to latest importlib.resources not supporting directories, you may need to install the package in editable mode (pip install -e .) to run scripts in the scripts/ folder.

Data

Sample data is included in the deepmap.data module. Larger data files are download on demand using the deepmap.data.ondemand.get_file function.

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Exploratory code for doing DL on historical aerial datasets

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