Patents Assigned to CIPIO, INC
  • Patent number: 12347462
    Abstract: A method includes receiving a series of video segments and providing the series of video segments as input to a first machine learning model to produce text data. The text data is provided as input to a second machine learning model to produce categorized text data that includes a classification indication. The classification indication is added to metadata of the video segment, and the categorized text data is provided as input to a third machine learning model to produce a semantic vector. The method also includes causing the video segment and the metadata that includes the classification indication to be stored at a location of a database based on the semantic vector, the database being configured to be searched based on a search query associated with the semantic vector.
    Type: Grant
    Filed: August 12, 2024
    Date of Patent: July 1, 2025
    Assignee: CIPIO Inc.
    Inventors: Sundeep Sanghavi, Jin Yu, Growson Edwards, Harshil Shah
  • Publication number: 20240378230
    Abstract: This application directs to methods and systems for visual content retrieval using semantic search. An embodiment provides a method for generating media feature vectors from media data segments using jointly trained machine learning models, and storing these with entity indicators in a vector-based search database. An input vector is generated from text or image data, and a processor calculates cosine similarities between the input vector and existing media feature vectors to retrieve and rank relevant media segments. The method also includes generating a mean feature vector from the retrieved set and comparing it with mean feature vectors of other entities for ranking. There are other embodiments as well.
    Type: Application
    Filed: May 10, 2024
    Publication date: November 14, 2024
    Applicant: CIPIO, INC
    Inventors: Jin YU, Sundeep SANGHAVI, Xunhui YU