公开(公告)号：US20240304002A1

公开(公告)日：2024-09-12

申请号：US18662319

申请日：2024-05-13

Applicant: Hayden AI Technologies, Inc.

Inventor： Vaibhav GHADIOK ,  Christopher CARSON ,  Bo SHEN

IPC: G06V20/56 ,  G06N3/08 ,  G06V10/25 ,  G06V10/764 ,  G06V10/82 ,  G06V20/58

CPC classification number: G06V20/588 ,  G06N3/08 ,  G06V10/25 ,  G06V10/764 ,  G06V10/82 ,  G06V20/58 ,  G06V2201/08

Abstract: Disclosed herein are systems, methods, and devices for detecting traffic lane violations. In one embodiment, a method for detecting a potential traffic violation is disclosed comprising bounding a vehicle detected from one or more video frames of a video in a vehicle bounding box. The vehicle can be detected and bounded using a first convolutional neural network. The method can also comprise bounding, using the one or more processors of the edge device, a plurality of lanes of a roadway detected from the one or more video frames in a plurality of polygons. The plurality of lanes can be detected and bounded using multiple heads of a multi-headed second convolutional neural network. The method can further comprise detecting a potential traffic violation based in part on an overlap of at least part of the vehicle bounding box and at least part of one of the polygons.

公开(公告)号：US20250069495A1

公开(公告)日：2025-02-27

申请号：US18941927

申请日：2024-11-08

Applicant: Hayden AI Technologies, Inc.

Inventor： Vaibhav GHADIOK ,  Christopher CARSON ,  Bo SHEN

IPC: G08G1/01

Abstract: Disclosed herein are systems and methods for managing traffic rules. In one embodiment, a method of managing traffic rules can comprise generating or updating a semantic map layer based in part on positioning data obtained from one or more edge devices and videos captured by the one or more edge devices. The method can also comprise generating or updating a traffic enforcement layer on top of the semantic map layer. A plurality of traffic rules can be saved as part of the traffic enforcement layer. The method can further comprise generating or updating a traffic insight layer based in part on traffic violations or traffic conditions determined by the one or more edge devices or the server. The traffic insight layer can adjust or provide a suggestion to adjust at least one of the traffic rules based on an impact analysis conducted by the traffic insight layer concerning the traffic rule.

公开(公告)号：US20220238012A1

公开(公告)日：2022-07-28

申请号：US17658295

申请日：2022-04-07

Applicant: Hayden AI Technologies, Inc.

Inventor： Vaibhav GHADIOK ,  Christopher CARSON ,  Bo SHEN

IPC: G08G1/01

Abstract: Disclosed herein are systems and methods for managing traffic rules. In one embodiment, a method of managing traffic rules can comprise generating or updating a semantic map layer based in part on positioning data obtained from one or more edge devices and videos captured by the one or more edge devices. The method can also comprise generating or updating a traffic enforcement layer on top of the semantic map layer. A plurality of traffic rules can be saved as part of the traffic enforcement layer. The method can further comprise generating or updating a traffic insight layer based in part on traffic violations or traffic conditions determined by the one or more edge devices or the server. The traffic insight layer can adjust or provide a suggestion to adjust at least one of the traffic rules based on an impact analysis conducted by the traffic insight layer concerning the traffic rule.

公开(公告)号：US20230283753A1

公开(公告)日：2023-09-07

申请号：US18314732

申请日：2023-05-09

Applicant: Hayden AI Technologies, Inc.

Inventor： Vaibhav GHADIOK ,  Christopher CARSON ,  Bo SHEN

IPC: H04N7/18 ,  G01S19/33 ,  G01C22/02 ,  G06V20/56 ,  G06F18/22 ,  G06F18/214 ,  G06F18/21 ,  H04N23/54 ,  H04N23/90 ,  G06V10/764

CPC classification number: H04N7/188 ,  H04N7/181 ,  G01S19/33 ,  G01C22/02 ,  G06V20/56 ,  G06F18/22 ,  G06F18/214 ,  G06F18/2163 ,  H04N23/54 ,  H04N23/90 ,  G06V10/764 ,  B60R16/023

Abstract: Disclosed are systems and methods for detecting traffic violations using one or more mobile detection devices. Videos captured by one or more mobile detection devices can be processed on the mobile detection devices to extract data and information concerning a potential traffic violation involving a vehicle and a restricted road area. The mobile detection devices can transmit such data and information to a server configured to make a determination as to whether a traffic violation has occurred by comparing the data and information received from the mobile detection devices.

公开(公告)号：US20230290245A9

公开(公告)日：2023-09-14

申请号：US17658295

申请日：2022-04-07

Applicant: Hayden AI Technologies, Inc.

Inventor： Vaibhav GHADIOK ,  Christopher CARSON ,  Bo SHEN

IPC: G08G1/01

CPC classification number: G08G1/01

Abstract: Disclosed herein are systems and methods for managing traffic rules. In one embodiment, a method of managing traffic rules can comprise generating or updating a semantic map layer based in part on positioning data obtained from one or more edge devices and videos captured by the one or more edge devices. The method can also comprise generating or updating a traffic enforcement layer on top of the semantic map layer. A plurality of traffic rules can be saved as part of the traffic enforcement layer. The method can further comprise generating or updating a traffic insight layer based in part on traffic violations or traffic conditions determined by the one or more edge devices or the server. The traffic insight layer can adjust or provide a suggestion to adjust at least one of the traffic rules based on an impact analysis conducted by the traffic insight layer concerning the traffic rule.

公开(公告)号：US20230326220A1

公开(公告)日：2023-10-12

申请号：US18314747

申请日：2023-05-09

Applicant: Hayden AI Technologies, Inc.

Inventor： Vaibhav GHADIOK ,  Christopher CARSON ,  Bo SHEN

IPC: G06V20/56 ,  G06N3/08 ,  G06V10/25 ,  G06V10/764 ,  G06V10/82 ,  G06V20/58

CPC classification number: G06V20/588 ,  G06N3/08 ,  G06V10/25 ,  G06V10/764 ,  G06V10/82 ,  G06V20/58 ,  G06V2201/08

Abstract: Disclosed herein are systems, methods, and devices for detecting traffic lane violations. In one embodiment, a method for detecting a potential traffic violation is disclosed comprising bounding a vehicle detected from one or more video frames of a video in a vehicle bounding box. The vehicle can be detected and bounded using a first convolutional neural network. The method can also comprise bounding, using the one or more processors of the edge device, a plurality of lanes of a roadway detected from the one or more video frames in a plurality of polygons. The plurality of lanes can be detected and bounded using multiple heads of a multi-headed second convolutional neural network. The method can further comprise detecting a potential traffic violation based in part on an overlap of at least part of the vehicle bounding box and at least part of one of the polygons.

公开(公告)号：US20220121860A1

公开(公告)日：2022-04-21

申请号：US17226537

申请日：2021-04-09

Applicant: Hayden AI Technologies, Inc.

Inventor： Vaibhav GHADIOK ,  Christopher CARSON ,  Bo SHEN

IPC: G06K9/00 ,  G06K9/62 ,  H04N5/247 ,  G01C22/02 ,  G01S19/33 ,  H04N7/18 ,  H04N5/225

Abstract: Disclosed are systems and methods for detecting traffic violations using one or more mobile detection devices. Videos captured by one or more mobile detection devices can be processed on the mobile detection devices to extract data and information concerning a potential traffic violation involving a vehicle and a restricted road area. The mobile detection devices can transmit such data and information to a server configured to make a determination as to whether a traffic violation has occurred by comparing the data and information received from the mobile detection devices.