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Our team of artists and machine learning researchers designed a creativealgorithm that can generate authentic sculptural artworks. These artworks donot mimic any given forms and cannot be easily categorized into the datasetcategories. Our approach extends DeepDream from images to 3D point clouds. Theproposed algorithm, Amalgamated DeepDream (ADD), leverages the properties ofpoint clouds to create objects with better quality than the naive extension.ADD presents promise for the creativity of machines, the kind of creativitythat pushes artists to explore novel methods or materials and to create newgenres instead of creating variations of existing forms or styles within onegenre. For example, from Realism to Abstract Expressionism, or to Minimalism.Lastly, we present the sculptures that are 3D printed based on the point cloudscreated by ADD.

Hallucinating Point Cloud into 3D Sculptural Object