Patents Assigned to Fractal Analytics Limited
  • Visual prompting methods for GPT-4V based zero-shot graphic layout design generation
    Patent number: 12573112
    Abstract: GPT-4-Vision (GPT-4V) large multimodal models (LMMs) may be used to do zero-shot graphic layout design generation in a versatile manner. Segmentation/superpixel methods may be used to identify and mark the key regions to visually augment the image to enhance GPT-4V's spatial reasoning capability. The results demonstrate the efficacy of these visual prompting methods, showing improvement over standard GPT-4V prompting methods and also performing at par and even better, for some techniques, when compared to the LayoutDetr model.
    Type: Grant
    Filed: May 12, 2025
    Date of Patent: March 10, 2026
    Assignee: Fractal Analytics Limited
    Inventors: Kunal Singh, Mukund Khanna, Ankan Biswas, Pradeep Moturi, Shivam