公开(公告)号：US20250086961A1

公开(公告)日：2025-03-13

申请号：US18479814

申请日：2023-10-02

Applicant: AUTOBRAINS TECHNOLOGIES LTD

Inventor： Igal Raichelgauz

IPC: G06V10/98 ,  G06V10/82

Abstract: A method that is computer implemented and is for solving inaccuracies associated with object detection, the method includes automatically evaluating, by a controller, an accuracy of signatures for use in the object detection, the signatures were generated by an adaptable artificial intelligence (AI) system. When finding an erroneous signature of the signatures, by the controller, triggering a generation of (a) a narrow AI agent configured to solve an error associated with the erroneous signature and (b) a router that routes a sensed information unit (SIU) associated with the erroneous signature to the narrow AI agent, wherein the erroneous signature, when used for the object detection, results in an object detection error.

公开(公告)号：US12142082B1

公开(公告)日：2024-11-12

申请号：US18626076

申请日：2024-04-03

Applicant: AUTOBRAINS TECHNOLOGIES LTD.

Inventor： Igal Raichelgauz ,  Tomer Cohen

IPC: G06V40/30

Abstract: A method for automatically identifying faulty signatures for autonomous driving applications, the method includes receiving, by a processing circuit, a signature; matching the signature to a group of first signatures that are untagged and are randomly obtained; identifying, based on the matching, first top matching signatures; matching the signature to a group of second signatures that are untagged and are correctly or erroneously indicative of a detection of reference elements; identifying, based on the matching of the signature to the second group of second signatures, second top matching signatures; determining an overlap between the first top matching signatures and the second top matching signatures; and determining whether the signature is faulty or faultless based on the overlap.

公开(公告)号：US12139150B2

公开(公告)日：2024-11-12

申请号：US17443315

申请日：2021-07-23

Applicant: AUTOBRAINS TECHNOLOGIES LTD

Inventor： Boaz Mell ,  Adam Harel ,  Igal Raichelgauz

IPC: B60W60/00 ,  B60Q9/00 ,  B60W50/00 ,  G06F18/23213 ,  G06F18/2431 ,  G06N20/00

Abstract: There may be provided a method for electrical scooter alert, the method may include sensing sensed information about an environment of a vehicle; detecting, based on the sensed information, a situation related to the environment; detecting, based on the sensed information, a electrical scooter within the environment; predicting, using a machine leaning process and based in the situation, a future behavior of the electrical scooter and an impact of the future behavior of the electrical scooter on a future progress of the vehicle; and responding to the predicting.

公开(公告)号：US20240096106A1

公开(公告)日：2024-03-21

申请号：US18468653

申请日：2023-09-15

Applicant: AUTOBRAINS TECHNOLOGIES LTD

Inventor： Igal Raichelgauz

IPC: G06V20/58 ,  G06V10/82 ,  G08G1/0967 ,  H04W4/40

CPC classification number: G06V20/58 ,  G06V10/82 ,  G08G1/096766 ,  H04W4/40

Abstract: A method that is computer implemented and for accuracy for object detection, the method includes (i) receiving content from an information source located outside of a vehicle; (ii) obtaining object information regarding one or more objects located within an environment of the vehicle; and (iii) generating, by applying one or more machine learning models, one or more object related estimations for use in a detection of the one or more objects; wherein at least one of the obtaining and the generating is impacted by the content.

公开(公告)号：US11840260B2

公开(公告)日：2023-12-12

申请号：US17202295

申请日：2021-03-15

Applicant: AUTOBRAINS TECHNOLOGIES LTD

Inventor： Boaz Mell ,  Igal Raichelgauz

IPC: B60W60/00 ,  B60W50/14 ,  B60W30/095 ,  G05D1/02 ,  G06V20/56 ,  G06V40/10 ,  G06V40/20

CPC classification number: B60W60/0027 ,  B60W30/0956 ,  B60W50/14 ,  G05D1/0214 ,  G06V20/56 ,  G06V40/10 ,  G06V40/20 ,  B60W2554/402 ,  B60W2554/404

Abstract: A method for generating at least one non-human animal crossing indicator, the method may include receiving by a vehicle computerized system, non-human animal crossing indicators; obtaining sensed information regarding an environment of the vehicle; processing the sensed information, wherein the processing comprises searching for one or more non-human animal crossing indicators of the non-human animal crossing indicators; wherein the non-human animal crossing element is selected out of (i) a non-human animal crossing object and (ii) a non-human animal crossing situation; autonomously determining, when finding at least one of the one or more non-human animal crossing identifiers, that the vehicle is driving towards a non-human animal crossing or is within the non-human animal crossing; and generating an alert when determining that the vehicle is driving towards the non-human animal crossing or is within the non-human animal crossing.

公开(公告)号：US20230365155A1

公开(公告)日：2023-11-16

申请号：US18350702

申请日：2023-07-11

Applicant: AUTOBRAINS TECHNOLOGIES LTD

Inventor： Armin Biess ,  Isaac Misri ,  Julius Engelsoy ,  Igal Raichelgauz

IPC: B60W60/00 ,  B60W40/076 ,  B60W40/107 ,  B60W50/14 ,  G06N3/092

CPC classification number: B60W60/001 ,  B60W40/076 ,  B60W40/107 ,  B60W50/14 ,  G06N3/092 ,  B60W2050/146 ,  B60W2552/15 ,  B60W2554/00

Abstract: A method for field related driving, the method includes obtaining object information regarding one or more objects located within an environment of the vehicle; determining, by using one or more neural network (NNs), and based on the object information, one or more virtual elastic fields and one or more virtual inelastic fields of the one or more objects; and determining, based on the one or more virtual elastic fields and the one or more virtual inelastic fields, a virtual force for use in applying a driving related operation of the vehicle, wherein the virtual force is associated with a physical model and representing an impact of the one or more objects on a behavior of the vehicle.

公开(公告)号：US20230027584A1

公开(公告)日：2023-01-26

申请号：US17813589

申请日：2022-07-19

Applicant: AUTOBRAINS TECHNOLOGIES LTD

Inventor： Igal Raichelgauz ,  Karina Odinaev ,  Adam HAREL

IPC: G08G1/16 ,  B60W40/06 ,  B60W60/00

Abstract: A method for providing an audio-based model of an environment of a vehicle, the method may include obtaining, during a driving session of a vehicle, sensed information about the environment of the vehicle; wherein the sensed information may include sensed audio information. The sensed information may also include at least one type of non-audio sensed information; and generating an audio-based model of the environment based, at least in part, on the sensed audio information.

公开(公告)号：US20220412745A1

公开(公告)日：2022-12-29

申请号：US17808938

申请日：2022-06-24

Applicant: AUTOBRAINS TECHNOLOGIES LTD

Inventor： Igal Raichelgauz

IPC: G01C21/30 ,  B60W60/00 ,  G01C21/00 ,  G01S13/931

Abstract: A method that includes obtaining vehicle sensed environment information by at least one sensor of a vehicle; determining, by an initial location estimate module of the vehicle, an initial location estimate of the vehicle; obtaining, by processor of the vehicle, aerial map segment information related to a segment of an aerial map, the segment comprises an environment of the initial location estimate of the vehicle; determining, based on the vehicle sensed information and on the aerial map segment information, to perform the driving related operation within at least the environment of the initial location estimate of the vehicle; and performing the driving related operation.

公开(公告)号：US20220172621A1

公开(公告)日：2022-06-02

申请号：US17444191

申请日：2021-08-01

Applicant: AUTOBRAINS TECHNOLOGIES LTD

Inventor： Boaz Mell ,  Adam Harel ,  Igal Raichelgauz

IPC: G08G1/14 ,  B60W40/12 ,  B60W40/08 ,  B60W30/06 ,  B60W50/14 ,  G06V20/58 ,  G06V20/56 ,  G06V10/764 ,  G06N20/00

Abstract: A method for bypass alert, the method may include obtaining during a driving session of a vehicle, sensed information about an environment of the first vehicle, by one of more vehicle sensors of the vehicle; detecting that the vehicle is within a certain distance from a destination of the driving session; detecting, using a first machine learning process, one or more parking indicators that are indicative of an allowable parking area that precedes the vehicle; detecting a vacant parking space within the parking area that is large enough to facilitate a parking of the vehicle within the vacant parking space; and responding to the vacant parking space.

公开(公告)号：US20220153275A1

公开(公告)日：2022-05-19

申请号：US17455004

申请日：2021-11-15

Applicant: Autobrains Technologies Ltd

Inventor： Igal Raichelgauz ,  Karina Odinaev

IPC: B60W40/04 ,  G06V20/58 ,  B60W60/00 ,  G06V40/20

Abstract: An autonomous driving system incorporating human communication into driving related decisions.