Patents by Inventor Venkata Sreekanta Reddy ANNAPUREDDY
Venkata Sreekanta Reddy ANNAPUREDDY 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).
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Patent number: 12208769Abstract: Systems and methods are provided for recording video of a driver in a vehicle and a surrounding visual field of the driver. The system includes a detachable body coupled to a windshield of a vehicle. The system further includes three or more cameras coupled to the detachable body. The three or more cameras are configured to capture surrounding views from the detachable body. One of the three or more cameras faces a driver seat of the vehicle in response to the detachable body being coupled to the windshield of the vehicle. The video may be processed by the system, the cloud, or a combination of them.Type: GrantFiled: December 13, 2023Date of Patent: January 28, 2025Assignee: NETRADYNE, INC.Inventors: David Jonathan Julian, Sandeep Pandya, Adam David Kahn, Michael Campos, Avneesh Agrawal, Venkata Sreekanta Reddy Annapureddy, Lance Steven Hetherington, Tejeswara Rao Gudena, Suresh Babu Yanamala, Arun Valiaparambil
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Publication number: 20250022367Abstract: Systems and methods are provided for determining cause of atypical traffic events and/or encouraging good driving behavior. The systems and methods may involve a camera sensor and/or inertial sensors to detect traffic events, as well analytical methods that may attribute a cause to the traffic event. The systems and methods include a processor that is configured to determine an occurrence of an atypical traffic event at or near a monitored vehicle; and determine a cause of the atypical traffic event based on data collected at the monitored vehicle, wherein the cause of the atypical traffic event is at least one of: a driver or control system of the monitored vehicle; a second driver or second control system of a second vehicle; and a road condition.Type: ApplicationFiled: September 27, 2024Publication date: January 16, 2025Applicant: NETRADYNE, INC.Inventors: David Jonathan JULIAN, Venkata Sreekanta Reddy ANNAPUREDDY, Michael CAMPOS, Avneesh AGRAWAL, Adam David KAHN, Sandeep PANDYA
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Publication number: 20240420565Abstract: Disclosed herein are systems and methods for classifying traffic indicators to detect intersection crossings by a vehicle. A computing device can receive a sequence of frames captured by a capture device mounted to the vehicle, and generate an intersection status data structure for each frame in the sequence of frames using a full-frame classification model. The computing device can also classify a set of features detected in each frame using an object detection model, and detect an intersection crossing event based on the intersection status data structure of each frame and the classification of each of the set of features detected in each frame. The systems and methods described herein improve upon existing traffic light classification models by using a full-frame intersection classification model in connection with traditional object tracking techniques, thereby reducing false-positive crossing-event detection and improving the accuracy of classification in a variety of environmental conditions.Type: ApplicationFiled: August 31, 2024Publication date: December 19, 2024Applicant: NETRADYNE, INC.Inventors: Biswarup DEBNATH, Suresh Babu YANAMALA, Arvind YEDLA, Venkata Sreekanta Reddy ANNAPUREDDY
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Publication number: 20240419732Abstract: Systems and methods are provided for distributed video storage and search with edge computing. The method may comprise caching a first portion of data on a first device. The method may further comprise determining, at a second device, whether the first device has the first portion of data. The determining may be based on whether the first piece of data satisfies a specified criterion. The method may further comprise sending the data, or a portion of the data, and/or a representation of the data from the first device to a third device.Type: ApplicationFiled: August 31, 2024Publication date: December 19, 2024Applicant: NETRADYNE, INC.Inventors: Avneesh AGRAWAL, David Jonathan JULIAN, Venkata Sreekanta Reddy ANNAPUREDDY, Manoj Venkata TUTIKA, Vinay Kumar RAI, Sandeep PANDYA, Adam David KAHN, Michael CAMPOS, Badugu Naveen CHAKRAVARTHY, Ankur Nigam, Praveen KUMAR, Tejeswara Rao GUDENA, Karan KISHORE
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Publication number: 20240354390Abstract: 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.Type: ApplicationFiled: July 3, 2024Publication date: October 24, 2024Applicant: NETRADYNE, INC.Inventors: Hisham Rahman, Vinay Kumar Rai, Venkata Sreekanta Reddy Annapureddy, Badugu Naveen Chakravarthy, Satinder Singh, Roshan Mathews, Suresh Kumar Yerakaraju, Karthik Dumpala, Vishal Gupta, Ankur Nigam, Suresh Babu Yanamala, Adam David Kahn, James Anthony Curtis, Shravan Kumar Motuti, Arun Valiaparambil
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Patent number: 12106661Abstract: Systems and methods are provided for determining cause of atypical traffic events and/or encouraging good driving behavior. The systems and methods may involve a camera sensor and/or inertial sensors to detect traffic events, as well analytical methods that may attribute a cause to the traffic event. The systems and methods include a processor that is configured to determine an occurrence of an atypical traffic event at or near a monitored vehicle; and determine a cause of the atypical traffic event based on data collected at the monitored vehicle, wherein the cause of the atypical traffic event is at least one of: a driver or control system of the monitored vehicle; a second driver or second control system of a second vehicle; and a road condition.Type: GrantFiled: May 2, 2022Date of Patent: October 1, 2024Assignee: NETRADYNE, INC.Inventors: David Jonathan Julian, Venkata Sreekanta Reddy Annapureddy, Michael Campos, Avneesh Agrawal, Adam David Kahn, Sandeep Pandya
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Publication number: 20240308538Abstract: Systems and methods are provided for intelligent driving monitoring systems, advanced driver assistance systems and autonomous driving systems, and providing alerts to the driver of a vehicle, based on anomalies detected between driver behavior and environment captured by the outward facing camera. Various aspects of the driver, which may include his direction of sight, point of focus, posture, gaze, is determined by image processing of the upper visible body of the driver, by a driver facing camera in the vehicle. Other aspects of environment around the vehicle captured by the multitude of cameras in the vehicle are used to correlate driver behavior and actions with what is happening outside to detect and warn on anomalies, prevent accidents, provide feedback to the driver, and in general provide a safer driver experience.Type: ApplicationFiled: May 24, 2024Publication date: September 19, 2024Applicant: NETRADYNE, INC.Inventors: David Jonathan JULIAN, Venkata Sreekanta Reddy ANNAPUREDDY, Sandeep PANDYA, Arvind YEDLA, Dale Alan WILLIS, Venkata Ramanan VENKATACHALAM JAYARAMAN, Suresh Babu YANAMALA, Avneesh AGRAWAL, Veeresh TARANALLI, Jaeyoon KIM
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Patent number: 12080159Abstract: Disclosed herein are systems and methods for classifying traffic indicators to detect intersection crossings by a vehicle. A computing device can receive a sequence of frames captured by a capture device mounted to the vehicle, and generate an intersection status data structure for each frame in the sequence of frames using a full-frame classification model. The computing device can also classify a set of features detected in each frame using an object detection model, and detect an intersection crossing event based on the intersection status data structure of each frame and the classification of each of the set of features detected in each frame. The systems and methods described herein improve upon existing traffic light classification models by using a full-frame intersection classification model in connection with traditional object tracking techniques, thereby reducing false-positive crossing-event detection and improving the accuracy of classification in a variety of environmental conditions.Type: GrantFiled: June 8, 2022Date of Patent: September 3, 2024Assignee: NETRADYNE, INC.Inventors: Biswarup Debnath, Suresh Babu Yanamala, Arvind Yedla, Venkata Sreekanta Reddy Annapureddy
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Patent number: 12079272Abstract: Systems and methods are provided for distributed video storage and search with edge computing. The method may comprise caching a first portion of data on a first device. The method may further comprise determining, at a second device, whether the first device has the first portion of data. The determining may be based on whether the first piece of data satisfies a specified criterion. The method may further comprise sending the data, or a portion of the data, and/or a representation of the data from the first device to a third device.Type: GrantFiled: February 26, 2021Date of Patent: September 3, 2024Assignee: NETRADYNE, INC.Inventors: Avneesh Agrawal, David Jonathan Julian, Venkata Sreekanta Reddy Annapureddy, Manoj Venkata Tutika, Vinay Kumar Rai, Sandeep Pandya, Adam David Kahn, Michael Campos, Badugu Naveen Chakravarthy, Ankur Nigam, Praveen Kumar, Tejeswara Rao Gudena, Karan Kishore
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Publication number: 20240257537Abstract: Systems and methods for curating video and other driving-related data for use in driver coaching, which may include selecting or ranking driving behaviors for coaching, selecting or ranking drivers for coaching, selecting or ranking video and other data to be used in coaching, preparing for, scheduling, and summarizing coaching sessions, matching the format of coaching to the behavior or person being coached, preventing unsafe driving situations, influencing job dispatch decisions based on safety scores, and/or reducing data bandwidth usage based on a determined coaching effectiveness of video data.Type: ApplicationFiled: April 10, 2024Publication date: August 1, 2024Applicant: NETRADYNE, INC.Inventors: Adam David Kahn, Venkat Ramanan Venkatachalam Jayaraman, Stephan Franklin Dunn, Matthew Karl Drake, Venkata Sreekanta Reddy Annapureddy, Pratik Verma, Aravind P (Padmasanan), Vinay Kumar Rai, Hemanth Roy Badugu, Michael Campos, David Jonathan Julian, Avneesh Agrawal
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Patent number: 12032670Abstract: 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.Type: GrantFiled: November 10, 2021Date of Patent: July 9, 2024Assignee: NETRADYNE, INC.Inventors: Hisham Rahman, Vinay Kumar Rai, Venkata Sreekanta Reddy Annapureddy, Badugu Naveen Chakravarthy, Satinder Singh, Roshan Mathews, Suresh Kumar Yerakaraju, Karthik Dumpala, Vishal Gupta, Ankur Nigam, Suresh Babu Yanamala, Adam David Kahn, James Anthony Curtis, Shravan Kumar Motuti, Arun Valiaparambil
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Publication number: 20240203244Abstract: Disclosed herein are systems and methods for classifying traffic indicators to detect intersection crossings by a vehicle. A computing device can receive a sequence of frames captured by a capture device mounted to the vehicle, and generate an intersection status data structure for each frame in the sequence of frames using a full-frame classification model. The computing device can also classify a set of features detected in each frame using an object detection model, and detect an intersection crossing event based on the intersection status data structure of each frame and the classification of each of the set of features detected in each frame. The systems and methods described herein improve upon existing traffic light classification models by using a full-frame intersection classification model in connection with traditional object tracking techniques, thereby reducing false-positive crossing-event detection and improving the accuracy of classification in a variety of environmental conditions.Type: ApplicationFiled: June 8, 2022Publication date: June 20, 2024Applicant: NETRADYNE, INC.Inventors: Biswarup DEBNATH, Suresh Babu YANAMALA, Arvind YEDLA, Venkata Sreekanta Reddy ANNAPUREDDY
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Publication number: 20240193960Abstract: Systems and methods are provided for detecting and classifying driving behaviors, as well as techniques for improving such systems and methods, which may include identifying geographic locations where anomalous rates of non-compliant driving behaviors are observed, such as in the vicinity of certain traffic signs, traffic lights, and road markings.Type: ApplicationFiled: April 22, 2022Publication date: June 13, 2024Applicant: NETRADYNE, INC.Inventors: Matthew Thornton, Venkata Sreekanta Reddy Annapureddy, David Jonathan Julian, Arvind Yedla
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Patent number: 11993277Abstract: Systems and methods are provided for intelligent driving monitoring systems, advanced driver assistance systems and autonomous driving systems, and providing alerts to the driver of a vehicle, based on anomalies detected between driver behavior and environment captured by the outward facing camera. Various aspects of the driver, which may include his direction of sight, point of focus, posture, gaze, is determined by image processing of the upper visible body of the driver, by a driver facing camera in the vehicle. Other aspects of environment around the vehicle captured by the multitude of cameras in the vehicle are used to correlate driver behavior and actions with what is happening outside to detect and warn on anomalies, prevent accidents, provide feedback to the driver, and in general provide a safer driver experience.Type: GrantFiled: March 21, 2023Date of Patent: May 28, 2024Assignee: NETRADYNE, INC.Inventors: David Jonathan Julian, Venkata Sreekanta Reddy Annapureddy, Sandeep Pandya, Arvind Yedla, Dale Alan Willis, Venkata Ramanan Venkatachalam Jayaraman, Suresh Babu Yanamala, Avneesh Agrawal, Veeresh Taranalli, Jaeyoon Kim
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Patent number: 11983938Abstract: Systems and methods for curating video and other driving-related data for use in driver coaching, which may include selecting or ranking driving behaviors for coaching, selecting or ranking drivers for coaching, selecting or ranking video and other data to be used in coaching, preparing for, scheduling, and summarizing coaching sessions, matching the format of coaching to the behavior or person being coached, preventing unsafe driving situations, influencing job dispatch decisions based on safety scores, and/or reducing data bandwidth usage based on a determined coaching effectiveness of video data.Type: GrantFiled: November 20, 2020Date of Patent: May 14, 2024Assignee: NETRADYNE, INC.Inventors: Adam David Kahn, Venkat Ramanan Venkatachalam Jayaraman, Stephan Franklin Dunn, Matthew Karl Drake, Venkata Sreekanta Reddy Annapureddy, Pratik Verma, Aravind P (Padmasanan), Vinay Kumar Rai, Hemanth Roy Badugu, Michael Campos, David Jonathan Julian, Avneesh Agrawal
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Publication number: 20240149882Abstract: Systems, devices and methods provide, implement, and use vision-based methods of sequence inference for a device affixed to a vehicle.Type: ApplicationFiled: December 11, 2023Publication date: May 9, 2024Applicant: NETRADYNE, INC.Inventors: Venkata Sreekanta Reddy ANNAPUREDDY, Michael CAMPOS, Arvind YEDLA, David Jonathan JULIAN
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Publication number: 20240109514Abstract: Systems and methods are provided for recording video of a driver in a vehicle and a surrounding visual field of the driver. The system includes a detachable body coupled to a windshield of a vehicle. The system further includes three or more cameras coupled to the detachable body. The three or more cameras are configured to capture surrounding views from the detachable body. One of the three or more cameras faces a driver seat of the vehicle in response to the detachable body being coupled to the windshield of the vehicle. The video may be processed by the system, the cloud, or a combination of them.Type: ApplicationFiled: December 13, 2023Publication date: April 4, 2024Applicant: NETRADYNE, INC.Inventors: David Jonathan JULIAN, Sandeep PANDYA, Adam David KAHN, Michael CAMPOS, Avneesh AGRAWAL, Venkata Sreekanta Reddy ANNAPUREDDY, Lance Steven HETHERINGTON, Tejeswara Rao GUDENA, Suresh Babu YANAMALA, Arun VALIAPARAMBIL
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Publication number: 20240001888Abstract: Systems and methods are provided for recording video of a driver in a vehicle and a surrounding visual field of the driver. The system includes a detachable body coupled to a windshield of a vehicle. The system further includes three or more cameras coupled to the detachable body. The three or more cameras are configured to capture surrounding views from the detachable body. One of the three or more cameras faces a driver seat of the vehicle in response to the detachable body being coupled to the windshield of the vehicle. The video may be processed by the system, the cloud, or a combination of them.Type: ApplicationFiled: August 4, 2022Publication date: January 4, 2024Applicant: NETRADYNE, INC.Inventors: David Jonathan JULIAN, Sandeep PANDYA, Adam David KAHN, Michael CAMPOS, Avneesh AGRAWAL, Venkata Sreekanta Reddy ANNAPUREDDY, Lance Steven HETHERINGTON, Tejeswara Rao GUDENA, Suresh Babu YANAMALA, Arun VALIAPARAMBIL
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Patent number: 11845399Abstract: Systems and methods are provided for recording video of a driver in a vehicle and a surrounding visual field of the driver. The system includes a detachable body coupled to a windshield of a vehicle. The system further includes three or more cameras coupled to the detachable body. The three or more cameras are configured to capture surrounding views from the detachable body. One of the three or more cameras faces a driver seat of the vehicle in response to the detachable body being coupled to the windshield of the vehicle. The video may be processed by the system, the cloud, or a combination of them.Type: GrantFiled: August 4, 2022Date of Patent: December 19, 2023Assignee: NETRADYNE, INC.Inventors: David Jonathan Julian, Sandeep Pandya, Adam David Kahn, Michael Campos, Avneesh Agrawal, Venkata Sreekanta Reddy Annapureddy, Lance Steven Hetherington, Tejeswara Rao Gudena, Suresh Babu Yanamala, Arun Valiaparambil
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Patent number: 11840239Abstract: Systems, devices and methods provide, implement, and use vision-based methods of sequence inference for a device affixed to a vehicle.Type: GrantFiled: December 15, 2020Date of Patent: December 12, 2023Assignee: NETRADYNE, INC.Inventors: Venkata Sreekanta Reddy Annapureddy, Michael Campos, Arvind Yedla, David Jonathan Julian