Essays about: "Floor Plan Generation"

Found 3 essays containing the words Floor Plan Generation.

  1. 1. Generation of layouts for living spaces using conditional generative adversarial networks : Designing floor plans that respect both a boundary and high-level requirements

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Anton Chen; [2022]
    Keywords : Generative adversarial networks; Pix2pixHD; Floor plan generation; Image-to-image translation; Computer-aided design; Generative adversarial networks; Pix2pixHD; Generering av planritningar; Bild-till-bild-översättning; Datorstödd design;

    Abstract : Architectural design is a complex subject involving many different aspects that need to be considered. Drafting a floor plan from a blank slate can require iterating over several designs in the early phases of planning, and it is likely an even more daunting task for non-architects to tackle. READ MORE

  2. 2. Semantic and Instance Segmentation of Room Features in Floor Plans using Mask R-CNN

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Fredrik Sandelin; [2019]
    Keywords : ;

    Abstract : Machine learning techniques within Computer Vision are rapidly improving computers' high-level understanding of images, thus revealing new opportunities to accomplish tasks that previously required manual intervention from humans. This paper aims to study where the current machine learning state-of-the-art is when it comes to parsing and segmenting bitmap images of floor plans. READ MORE

  3. 3. Constrained procedural floor plan generation for game environments

    University essay from Blekinge Tekniska Högskola/Institutionen för kreativa teknologier

    Author : Daniel Bengtsson; Johan Melin; [2016]
    Keywords : Procedural Content Generation; Floor Plan Generation; Constrained Growth; Game Content;

    Abstract : Background: Procedural content generation (PCG) has become an important subject as the demand for content in modern games has increased. Paradox Arctic is a game development studio that aims to be at the forefront of technological solutions and is therefore interested in furthering their knowledge in PCG. READ MORE