Team Fundator: Weighted UNet ensembles with enhanced datasets
نویسندگان
چکیده
The 2022 MapAI: Precision in Building Segmentation competition has invited participants to develop systems which segment buildings orthophotos. In this paper, we present our winning submission for the competition. Submissions are ranked based on mean of two metrics: Intersection over Union (IoU) and Boundary (BIoU). evaluates these metrics separate tasks with RGB RGB-Z images, respectively. solution, incorporate heterogeneous, weighted U-Net ensembles, multiple extensions training data, area-based post-processing predictions achieve leading results test validation achieving a score 0.7635 0.9266,
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ژورنال
عنوان ژورنال: Nordic Machine Intelligence
سال: 2023
ISSN: ['2703-9196']
DOI: https://doi.org/10.5617/nmi.9992