MapAI Competition Submission for Team Kaborg

Karl Audun Kagnes Borgersen, Morten Grundetjern · Nordic Machine Intelligence · 2023

This paper constitutes the final portion of our submission tothe MapAI image segmentation competition [1]. We introducea Stable Diffusion(SD) [2] model with a particular emphasison augmenting image segmentation datasets. Due to anunfortunate mistake made during the training of our modeliterations, the benefits of these techniques are not reflected inthe final submission score. We reach only a combined scoreof 0.62. Nevertheless, the method shows potential and can beapplied to accurate image segmentation in future projects

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