Autodesk had 21 patents in artificial intelligence during Q4 2023. Autodesk Inc’s patents filed in Q4 2023 focus on innovative methods and systems for tasks such as extracting building information model (BIM) elements from floor plan drawings, generating virtual collections of digital materials in a 3D design workspace, using machine learning to create prismatic CAD models, training machine learning models to modify shapes in 3D object design, and performing style transfer on 3D shapes to incorporate content-based and style-based attributes. These patents showcase Autodesk‘s commitment to advancing technology in computer-aided design and manufacturing processes. GlobalData’s report on Autodesk gives a 360-degreee view of the company including its patenting strategy. Buy the report here.
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Autodesk grant share with artificial intelligence as a theme is 42% in Q4 2023. Grant share is based on the ratio of number of grants to total number of patents.
Recent Patents
Application: Building information model (BIM) element extraction from floor plan drawings using machine learning (Patent ID: US20230409771A1)
Autodesk Inc. has developed a method and system for extracting building information model (BIM) elements for floor plan drawings. The process involves determining a design drawing area, extracting elements, obtaining a synthetic floor plan design drawing dataset with known synthetic symbol labels and locations, detecting symbols represented by the extracted elements, fetching BIM elements based on the symbols, and placing them in the floor plan drawing. The method includes steps such as obtaining image files, removing background elements, segmenting the image, grouping elements, and training machine learning models for symbol orientation classification.
The system comprises a computer with a memory and processor executing a set of instructions to perform operations like obtaining the design drawing area, extracting elements, obtaining a synthetic floor plan design drawing dataset, detecting symbols, fetching BIM elements, and placing them in the floor plan drawing. Additional features of the system include steps for removing background elements, segmenting the image, grouping elements, training machine learning models, and updating the models based on user feedback. This innovative method and system streamline the process of extracting BIM elements from floor plan drawings, enhancing efficiency and accuracy in architectural design workflows.
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GlobalData Patent Analytics tracks bibliographic data, legal events data, point in time patent ownerships, and backward and forward citations from global patenting offices. Textual analysis and official patent classifications are used to group patents into key thematic areas and link them to specific companies across the world’s largest industries.
