公开(公告)号：US11669918B2

公开(公告)日：2023-06-06

申请号：US17666349

申请日：2022-02-07

Applicant: META PLATFORMS TECHNOLOGIES, LLC

Inventor： Paul Anthony Crook ,  Baiyang Liu ,  Pararth Paresh Shah ,  Bing Liu

IPC: G10L15/32 ,  H04L67/306 ,  G06Q50/00 ,  G06F40/30 ,  G06F9/54 ,  G06F40/205 ,  G06F40/242 ,  G06N3/08 ,  G06F16/9536 ,  G10L15/18 ,  G10L15/22 ,  G10L15/30 ,  G06F40/253 ,  G06N20/00 ,  G06F3/01 ,  G06F16/9032 ,  G06F9/48 ,  G10L15/08 ,  H04N7/14 ,  G06V20/20 ,  G06V20/30 ,  H04L51/52 ,  H04L51/212 ,  H04L67/75 ,  G06F9/451 ,  G06F16/332 ,  G06F40/35 ,  G10L15/06 ,  G10L15/16 ,  G06F18/2321 ,  G06N3/045 ,  G06N3/047 ,  G06V10/764 ,  G06V10/82 ,  G06F3/16 ,  G06V20/40 ,  G06V40/16

CPC classification number: G06Q50/01 ,  G06F3/011 ,  G06F3/013 ,  G06F9/453 ,  G06F9/485 ,  G06F9/4881 ,  G06F9/547 ,  G06F16/3329 ,  G06F16/90332 ,  G06F16/9536 ,  G06F18/2321 ,  G06F40/205 ,  G06F40/242 ,  G06F40/253 ,  G06F40/30 ,  G06F40/35 ,  G06N3/045 ,  G06N3/047 ,  G06N3/08 ,  G06N20/00 ,  G06V10/764 ,  G06V10/82 ,  G06V20/20 ,  G06V20/30 ,  G10L15/063 ,  G10L15/08 ,  G10L15/16 ,  G10L15/1815 ,  G10L15/1822 ,  G10L15/22 ,  G10L15/30 ,  G10L15/32 ,  H04L51/212 ,  H04L51/52 ,  H04L67/306 ,  H04L67/75 ,  H04N7/147 ,  G06F3/017 ,  G06F3/167 ,  G06V20/41 ,  G06V40/174 ,  G06V2201/10 ,  G10L2015/088 ,  G10L2015/223 ,  G10L2015/227

Abstract: In one embodiment, a method includes receiving a user input at a client system, wherein the user input is associated with one or more intents and one or more slots, generating one or more first dialog acts based on the user input, calculating a task-confidence score based on one or more intent-confidence scores associated with the one or more intents, respectively, and one or more slot-confidence scores associated with the one or more slots, respectively, generating one or more second dialog acts modifying the one or more first dialog acts responsive to the task-confidence score being less than a threshold score, and presenting a response to the user input at the client system, wherein the response is based on one or more of the first dialog acts or the second dialog acts.

公开(公告)号：US11663678B2

公开(公告)日：2023-05-30

申请号：US17006339

申请日：2020-08-28

Applicant: Meta Platforms, Inc.

Inventor： Shivani Poddar ,  Seungwhan Moon ,  Paul Anthony Crook ,  Rajen Subba

IPC: G06F40/30 ,  G06F3/01 ,  G06F9/451 ,  G06F9/48 ,  G06F9/54 ,  G06F16/332 ,  G06F16/9032 ,  G06F16/9536 ,  G06F40/205 ,  G06F40/253 ,  G06F40/242 ,  G06N3/08 ,  G10L15/18 ,  G10L15/22 ,  G10L15/30 ,  G10L15/32 ,  G06N20/00 ,  G06Q50/00 ,  G10L15/08 ,  H04N7/14 ,  H04L67/306 ,  G06V10/20 ,  G06V20/20 ,  G06V20/30 ,  G06V20/40 ,  G06V40/16 ,  H04L51/52 ,  H04L51/212 ,  H04L67/75 ,  G06F40/35 ,  G10L15/06 ,  G10L15/16 ,  G06F18/2321 ,  G06N3/045 ,  G06N3/047 ,  G06F3/16

CPC classification number: G06F40/30 ,  G06F3/011 ,  G06F3/013 ,  G06F9/453 ,  G06F9/485 ,  G06F9/4881 ,  G06F9/547 ,  G06F16/3329 ,  G06F16/90332 ,  G06F16/9536 ,  G06F18/2321 ,  G06F40/205 ,  G06F40/242 ,  G06F40/253 ,  G06F40/35 ,  G06N3/045 ,  G06N3/047 ,  G06N3/08 ,  G06N20/00 ,  G06Q50/01 ,  G06V10/255 ,  G06V20/20 ,  G06V20/30 ,  G06V20/41 ,  G06V40/174 ,  G10L15/063 ,  G10L15/08 ,  G10L15/16 ,  G10L15/1815 ,  G10L15/1822 ,  G10L15/22 ,  G10L15/30 ,  G10L15/32 ,  H04L51/212 ,  H04L51/52 ,  H04L67/306 ,  H04L67/75 ,  H04N7/147 ,  G06F3/017 ,  G06F3/167 ,  G06V2201/10 ,  G10L2015/088 ,  G10L2015/223 ,  G10L2015/227

Abstract: In one embodiment, a method includes receiving, from a client system associated with a user, a user request comprising a reference to a target object, accessing visual data from the client system, wherein the visual data comprises images portraying the target object and one or more additional objects, and wherein attribute information of the target object is recorded in a multimodal dialog state, resolving the reference to the target object based on the attribute information recorded in the multimodal dialog state, determining relational information between the target object and one or more of the additional objects portrayed in the visual data, and sending, to the client system, instructions for presenting a response to the user request, wherein the response comprises the attribute information and the determined relational information.

公开(公告)号：US11657596B1

公开(公告)日：2023-05-23

申请号：US17248046

申请日：2021-01-06

Applicant: Medallia, Inc.

Inventor： Andrew J. Yeager ,  Ji Fang

IPC: G06V10/762 ,  G06Q30/0282 ,  G06V30/262 ,  G06V10/774 ,  G06F18/214 ,  G06F18/2413 ,  G06F18/2415 ,  G06F18/23211 ,  G06V10/778 ,  G06F18/21

CPC classification number: G06V10/763 ,  G06F18/214 ,  G06F18/23211 ,  G06F18/2413 ,  G06F18/2415 ,  G06Q30/0282 ,  G06V10/774 ,  G06V30/274 ,  G06F18/2178 ,  G06V10/7784 ,  G06V2201/10

Abstract: Embodiments of the present invention provide a system that can be used to classify a feedback image in a user review into a semantically meaningful class. During operation, the system analyzes the captions of feedback images in a set of user reviews and determines a set of training labels from the captions. The system then trains an image classifier with the set of training labels and the feedback images. Subsequently, the system generates a signature for a respective feedback image in a new set of user reviews using the image classifier. The signature indicates a likelihood of the image matching a respective label in the set of training labels. Based on the signature, the system can allocate the image to an image cluster.

公开(公告)号：US11645326B2

公开(公告)日：2023-05-09

申请号：US16254523

申请日：2019-01-22

Applicant: HARMAN INTERNATIONAL INDUSTRIES, INCORPORATED

Inventor： Adam Boulanger ,  Sven Kratz ,  Joseph Verbeke ,  Stefan Marti

IPC: G06F16/48 ,  G06F16/483 ,  G06F16/43 ,  G06F16/438 ,  G06V20/20

CPC classification number: G06F16/483 ,  G06F16/43 ,  G06F16/438 ,  G06F16/489 ,  G06V20/20 ,  G06V2201/10

Abstract: Embodiments of the present disclosure set forth a computer-implemented method for identifying an object within an environment comprising receiving, via at least one sensor, first sensor data associated with an environment, storing, in a memory, the first sensor data in association with a first scene, and in response to receiving a user request for information associated with the environment, selecting, based on the user request, the first scene, accessing, via the memory, the first sensor data associated with the first scene, and, analyzing the first sensor data to identify a first object included in the first scene, and causing information associated with the first object to be output via at least one output device.

公开(公告)号：US11643102B1

公开(公告)日：2023-05-09

申请号：US17475114

申请日：2021-09-14

Applicant: Samsara Inc.

Inventor： Mathew Chasan Calmer ,  Justin Delegard ,  Justin Pan ,  Sabrina Shemet ,  Meelap Shah ,  Kavya Joshi ,  Brian Tuan ,  Sharan Srinivasan ,  Muhammad Ali Akhtar ,  John Charles Bicket ,  Margaret Finch ,  Vincent Shieh ,  Bruce Kellerman ,  Mitch Lin ,  Marvin Arroz ,  Siddhartha Datta Roy ,  Jason Symons ,  Tina Quach ,  Cassandra Lee Rommel ,  Saumya Jain

IPC: G07C5/08 ,  B60W50/14 ,  B60W40/08 ,  G07C5/00 ,  G06F3/01 ,  H04N5/225 ,  H04N19/132 ,  G06N3/02 ,  G06V20/56 ,  G06V20/59

CPC classification number: B60W50/14 ,  B60W40/08 ,  G06F3/012 ,  G06N3/02 ,  G06V20/56 ,  G06V20/597 ,  G07C5/008 ,  G07C5/0866 ,  H04N5/2252 ,  H04N19/132 ,  B60W2050/143 ,  B60W2520/105 ,  B60W2540/229 ,  G06V2201/10

Abstract: A vehicle dash cam may be configured to execute one or more neural networks (and/or other artificial intelligence), such as based on input from one or more of the cameras and/or other sensors associated with the dash cam, to intelligently detect safety events in real-time. Detection of a safety event may trigger an in-cab alert to make the driver aware of the safety risk. The dash cam may include logic for determining which asset data to transmit to a backend server in response to detection of a safety event, as well as which asset data to transmit to the backend server in response to analysis of sensor data that did not trigger a safety event. The asset data transmitted to the backend server may be further analyzed to determine if further alerts should be provided to the driver and/or to a safety manager.

公开(公告)号：US12131538B2

公开(公告)日：2024-10-29

申请号：US18240419

申请日：2023-08-31

Applicant: Spherex, Inc.

Inventor： Teresa Ann Phillips ,  Pranav Anand Joshi ,  Kira Michelle McStay

IPC: G06V20/40 ,  G06F18/214 ,  G06F18/241 ,  G06F18/40 ,  G06T7/00 ,  H04N21/466 ,  H04N21/472

CPC classification number: G06V20/41 ,  G06F18/214 ,  G06F18/241 ,  G06F18/40 ,  G06T7/0002 ,  H04N21/4662 ,  H04N21/472 ,  G06T2207/10016 ,  G06V20/44 ,  G06V2201/10

Abstract: Various embodiments described herein support or provide for annotation of a media asset, such as an audio asset or a video asset, based on one or more events identified within content of the media asset. In particular, some embodiments can determine one or more of the following details with respect to content of a given media asset, which can represent annotations that enable determination of contextual information for the given media asset: events; event classification labels for events; subclassifications labels for events; scenes comprising events; attributes of scenes; themes presented by the content; and title-level attributes of the given media asset.

公开(公告)号：US12131355B2

公开(公告)日：2024-10-29

申请号：US16907946

申请日：2020-06-22

Applicant: Olive Seed Industries, LLC

Inventor： Christine Soule ,  Charles H. Cella ,  Richard Spitz

IPC: G06Q30/02 ,  G01C21/20 ,  G06F3/01 ,  G06F3/0482 ,  G06F16/435 ,  G06F16/438 ,  G06F16/587 ,  G06F16/953 ,  G06F16/9535 ,  G06F16/954 ,  G06N20/00 ,  G06Q10/047 ,  G06Q20/20 ,  G06Q30/0201 ,  G06Q30/0203 ,  G06Q30/0207 ,  G06Q30/0214 ,  G06Q30/0217 ,  G06Q30/0251 ,  G06Q30/0279 ,  G06Q30/0282 ,  G06Q50/00 ,  G06T5/00 ,  G06T11/00 ,  G06T11/60 ,  G06V20/20 ,  G06V20/52 ,  G06V40/16 ,  H04L9/40 ,  H04L67/12 ,  H04L67/50 ,  H04N7/15 ,  H04N21/2187 ,  H04W4/021 ,  H04W4/024 ,  H04W4/029 ,  H04W4/10 ,  H04W4/12 ,  H04W4/33 ,  H04W4/80 ,  H04W12/06 ,  H04W12/08 ,  H04W12/084 ,  G06K7/14 ,  G06Q50/26 ,  H04W12/64

CPC classification number: G06Q30/0279 ,  G01C21/206 ,  G06F3/013 ,  G06F3/0482 ,  G06F16/435 ,  G06F16/438 ,  G06F16/587 ,  G06F16/953 ,  G06F16/9535 ,  G06F16/954 ,  G06N20/00 ,  G06Q10/047 ,  G06Q20/20 ,  G06Q30/0201 ,  G06Q30/0203 ,  G06Q30/0207 ,  G06Q30/0214 ,  G06Q30/0217 ,  G06Q30/0224 ,  G06Q30/0236 ,  G06Q30/0261 ,  G06Q30/0267 ,  G06Q30/0271 ,  G06Q30/0281 ,  G06Q30/0282 ,  G06Q50/01 ,  G06T5/005 ,  G06T11/00 ,  G06T11/60 ,  G06V20/20 ,  G06V20/52 ,  G06V40/16 ,  G06V40/176 ,  H04L63/0861 ,  H04L67/12 ,  H04L67/535 ,  H04N7/15 ,  H04N21/2187 ,  H04W4/021 ,  H04W4/024 ,  H04W4/029 ,  H04W4/10 ,  H04W4/12 ,  H04W4/33 ,  H04W4/80 ,  H04W12/068 ,  H04W12/08 ,  H04W12/084 ,  G06K7/1417 ,  G06Q50/26 ,  G06V2201/10 ,  H04W12/64

Abstract: An information technology platform for personalizing an experience of a visitor at a non-profit venue comprising: a network; a server in communication with the network; a mobile computing device to be carried by a visitor to a non-profit venue, wherein the platform determines personalized information about the visitor and a recommendation engine outputs a suggestion for a personalized experience to the visitor to encourage philanthropic activity related to an ongoing philanthropic campaign; and a machine learning system for learning on a training set of photographic data or video data, the learning to train the machine learning system to predict a sentiment towards the ongoing philanthropic campaign of the visitor based, at least in part, on photographic images or video images that are taken by the visitor, that are shared to the visitor, that are shared by the visitor or that include the visitor as a subject.

公开(公告)号：US20240355122A1

公开(公告)日：2024-10-24

申请号：US18758673

申请日：2024-06-28

Applicant: BNSF Railway Company

Inventor： Nicholas Dryer ,  Zachery Bettis ,  Bryan Gabric ,  Michael I. Ibanez ,  Yasha Hajizeinalibiouki

IPC: G06V20/50 ,  G01S19/45 ,  G06Q10/087 ,  G06T7/70 ,  G06V10/70 ,  G06V20/17 ,  G06V20/40 ,  H04N5/77 ,  H04N7/18

CPC classification number: G06V20/50 ,  G01S19/45 ,  G06Q10/087 ,  G06T7/70 ,  G06V10/70 ,  G06V20/17 ,  G06V20/41 ,  H04N5/77 ,  H04N7/183 ,  G06T2207/10016 ,  G06T2207/10032 ,  G06T2207/30244 ,  G06V2201/10

Abstract: Methods and systems for providing mechanisms for automated inventory control are provided. In embodiments, an operational workflow for providing automated inventory control includes automated data collection and automated image data analysis. The automated data collection includes capturing image data for a storage facility by a capturing device (e.g., an unmanned aerial system (UAS)). The automated image data analysis includes functionality to detect objects (e.g., containers, trailers, empty slots, and/or other objects) appearing in the image data (e.g., using a machine learning (ML) model), to identify the objects in the image data (e.g., using the ML model), to inspect the objects (e.g., including determining a condition and/or location of the objects) based on the collected image data and metadata associated with the image capturing device and correlated to the image data (e.g., using an advance mathematical rule-based analysis), and/or to generate results that may be used by an inventory management system.

公开(公告)号：US20240334058A2

公开(公告)日：2024-10-03

申请号：US17889650

申请日：2022-08-17

Applicant: PALANTIR TECHNOLOGIES INC.

Inventor： Jay PATEL

IPC: H04N5/232 ,  B64C39/02 ,  G06K9/62 ,  G06T7/35 ,  G06T7/38 ,  G06T15/06 ,  G06V20/17 ,  G06V20/40

CPC classification number: H04N23/683 ,  B64C39/024 ,  G06F18/24147 ,  G06T7/35 ,  G06T7/38 ,  G06T15/06 ,  G06V20/17 ,  G06V20/46 ,  B64U2101/30 ,  G06T2207/10016 ,  G06T2207/10032 ,  G06V2201/10

Abstract: A computing system and methods are provided for georeferencing stabilization. An exemplary method includes: obtaining a video stream capturing an area from a camera of a drone, where the video stream includes a plurality of frames, each including a field of view of the image capturing device and metadata of the image capturing device when the frame is captured; constructing a geographic (geo) lattice for the field of view in each of the plurality of frames, the geo lattice comprises a plurality of points, each being associated with raw coordinates determined based on the corresponding metadata; and building a lattice map with stabilized geo coordinates by (1) aligning the frames, (2) averaging the raw geo coordinates for given intersection points, and (3) building the lattice map based on the averaged geo coordinates of the intersection points.

公开(公告)号：US20240331058A1

公开(公告)日：2024-10-03

申请号：US18623449

申请日：2024-04-01

Applicant: Meta Platforms, Inc

Inventor： Shivani Poddar ,  Seungwhan Moon ,  Paul Anthony Crook ,  Rajen Subba

IPC: G06Q50/00 ,  G06F3/01 ,  G06F3/16 ,  G06F9/451 ,  G06F9/48 ,  G06F9/54 ,  G06F16/332 ,  G06F16/9032 ,  G06F16/9536 ,  G06F18/2321 ,  G06F40/205 ,  G06F40/242 ,  G06F40/253 ,  G06F40/295 ,  G06F40/30 ,  G06F40/35 ,  G06F40/56 ,  G06N3/04 ,  G06N3/045 ,  G06N3/047 ,  G06N3/08 ,  G06N20/00 ,  G06Q10/109 ,  G06Q30/0601 ,  G06V10/20 ,  G06V10/764 ,  G06V10/82 ,  G06V20/00 ,  G06V20/20 ,  G06V20/30 ,  G06V20/40 ,  G06V40/16 ,  G06V40/20 ,  G10L15/06 ,  G10L15/08 ,  G10L15/16 ,  G10L15/18 ,  G10L15/22 ,  G10L15/30 ,  G10L15/32 ,  H04L51/18 ,  H04L51/212 ,  H04L51/222 ,  H04L51/224 ,  H04L51/52 ,  H04L67/306 ,  H04L67/75 ,  H04N7/14

CPC classification number: G06Q50/01 ,  G06F3/011 ,  G06F3/013 ,  G06F9/453 ,  G06F9/485 ,  G06F9/4862 ,  G06F9/4881 ,  G06F9/547 ,  G06F16/3329 ,  G06F16/90332 ,  G06F16/9536 ,  G06F18/2321 ,  G06F40/205 ,  G06F40/242 ,  G06F40/253 ,  G06F40/295 ,  G06F40/30 ,  G06F40/35 ,  G06F40/56 ,  G06N3/04 ,  G06N3/045 ,  G06N3/047 ,  G06N3/08 ,  G06N20/00 ,  G06Q10/109 ,  G06Q30/0603 ,  G06Q30/0631 ,  G06Q30/0633 ,  G06Q30/0643 ,  G06V10/255 ,  G06V10/764 ,  G06V10/82 ,  G06V20/00 ,  G06V20/20 ,  G06V20/30 ,  G06V40/16 ,  G06V40/25 ,  G10L15/063 ,  G10L15/08 ,  G10L15/16 ,  G10L15/1815 ,  G10L15/1822 ,  G10L15/22 ,  G10L15/30 ,  G10L15/32 ,  H04L51/18 ,  H04L51/212 ,  H04L51/222 ,  H04L51/224 ,  H04L51/52 ,  H04L67/306 ,  H04L67/75 ,  H04N7/147 ,  G06F3/017 ,  G06F3/167 ,  G06V20/41 ,  G06V40/174 ,  G06V2201/10 ,  G10L2015/0631 ,  G10L2015/088 ,  G10L2015/223 ,  G10L2015/227 ,  G10L2015/228

Abstract: In one embodiment, a method includes receiving, at a client system, an audio input, where the audio input comprises a coreference to a target object, accessing visual data from one or more camera associated with the client system, where the visual data comprises images portraying one or more objects, resolving the coreference to the target object from among the one or more objects, resoling the target object to a specific entity, and providing, at the client system, a response to the audio input, where the response comprises information about the specific entity.