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Polygonizer: An auto-regressive building delineator
In geospatial planning, it is often essential to represent objects in a vectorized format, as this format easily translates to downstream tasks such as web development, graphics, or design.
Learning to Generate 3D Representations of Building Roofs Using Single-View Aerial Imagery
We present a novel pipeline for learning the conditional distribution of a building roof mesh given pixels from an aerial image, under the assumption that roof geometry follows a set of regular patterns.
SolarDK: A high-resolution urban solar panel image classification and localization dataset
The body of research on classification of solar panel arrays from aerial imagery is increasing, yet there are still not many public benchmark datasets.
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