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Dataset (and challenge description) can be found here.
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The goal of the project is to build a segmentation model to locate ships in images.
Modeling wasn't fruitful, so no resulting model was provided. Plenty of work was done though, one could check the notebook and train/inference scripts. Notebook contains EDA, visualization, preprocessing, modeling. Train script is usable. Inference script is kind of a mock at the moment. Availability of compute resource for more exploration/experimentation during modeling would be nice for this kind of project.
To install requirements:
pip install -r requirements.txt