Patents by Inventor Siddarth Malreddy

Siddarth Malreddy has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Computer Vision Systems and Methods for Vehicle Damage Detection with Reinforcement Learning
    Publication number: 20210342997
    Abstract: Computer vision systems and methods for vehicle damage detection are provided. An embodiment of the system generates a dataset and trains a neural network with a plurality of images of the dataset to learn to detect an attribute of a vehicle present in an image of the dataset and to classify at least one feature of the detected attribute. The system can detect the attribute of the vehicle and classify the at least one feature of the detected attribute by the trained neural network. In addition, an embodiment of the system utilizes a neural network to reconstruct a vehicle from one or more digital images.
    Type: Application
    Filed: December 16, 2020
    Publication date: November 4, 2021
    Applicant: Insurance Services Office, Inc.
    Inventors: Siddarth Malreddy, Sashank Jujjavarapu, Abhinav Gupta, Maneesh Kumar Singh, Yash Patel, Shengze Wang