Netradyne, Inc.

Shravan Kumar Motuti

Venkata Sreekanta Reddy Annapureddy

Suresh Kumar Yerakaraju

Arvind Yedla

Adam David Kahn

James Anthony Curtis

Arun Valiaparambil

Vinay Kumar Rai

Badugu Naveen Chakravarthy

Suresh Babu Yanamala

Hisham Rahman

Ankur Nigam

Karthik Dumpala

Hitesh Gupta

Satinder Singh

Roshan Mathews

Vishal Gupta

Praveen Mathad

A system or method trains and implements a machine learning model for object detection. A first computing device remote to a vehicle trains a machine learning model by receiving a decoded set of previously encoded training image data and training the machine learning model to detect objects within images based on the decoded set of training image data. A processor of a second computing device encodes at least one image captured by a camera, decodes the encoded image, and executes the machine learning model to extract a set of objects from the decoded image.

Real-time object detection from decompressed images

Systems and methods are provided for intelligent driving monitoring systems, advanced driver assistance systems and autonomous driving systems, and providing one-click driver image labeling to facilitate the assignment of drive time to a driver. Various aspects of the driver and/or passengers may be determined, which may include a driver identifier previously associated with the driver, whether the driver is wearing a facial covering, whether an image of the driver is partially occluded, whether the driver is facing in the direction of the camera, and whether an image of the driver is expected to be easily recognizable to a person tasked with assigning representative driver images to driver identifiers. These determinations may be used to improve the efficacy and ease-of-use of a visual login system.

Visual login

Growing community of inventors

Hyderabad Telangana, India

Shravan Kumar Motuti