Project repository for "Using deep learning to count albatrosses from space: Assessing results in light of ground truth uncertainty"
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shp_files: Contains shapefiles showing locations of albatrosses, generated by six different observers. One folder for each of the four locations used in the study:
- BI: Bird Island
- AN: Annenkov
- AP: Apotres
- GC: Grande Coulee
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unet: Contains the functions used to build the UNet model, as well as the focal loss function
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utils: General utility functions used for plotting, loading data etc