-
公开(公告)号:US11977359B1
公开(公告)日:2024-05-07
申请号:US17191135
申请日:2021-03-03
Applicant: Amazon Technologies, Inc.
Inventor: Sudarshan Narasimha Raghavan , Michel Leonard Goldstein , Fan Sun , Ramanathan Palaniappan
Abstract: Described is a method for determining when to transition devices between different states based on determined potential activity in an area near the devices. When the potential for activity near an input device is below a threshold, the device is maintained in an inactive state. When the potential for activity near the device exceeds the threshold, the device is transitioned to an active state before the potential activity can occur near the device. Likewise, when the device is in an active state, the implementations described herein provide the ability to determine when to begin and end transmission of data from the device to a remote computing resource for processing. For example, obtained video may be processed locally to determine if an activity is occurring. If an activity is occurring, relevant data is sent to a remote computing resource to determine if an action has been performed during the activity.
-
公开(公告)号:US11042836B1
公开(公告)日:2021-06-22
申请号:US16435268
申请日:2019-06-07
Applicant: AMAZON TECHNOLOGIES, INC.
Inventor: Michel Leonard Goldstein , Ramanathan Palaniappan , Fan Sun , Liefeng Bo , Ohil Krishnamurthy Manyam , Navid Shiee , Gerard Guy Medioni
Abstract: Items may be stowed in an inventory location, such as a shelf. An interaction may take place where one of the items is picked from or placed on the inventory location. Sensor data can be acquired from two or more sensors, such as cameras or weight sensors, configured to collect such sensor data for the inventory location. Hypotheses to describe interactions at the inventory location may be determined using sensor data from each different sensor. However, the confidence value for such hypotheses may not be reliable. Fusion of sensor data may be performed where sets of hypotheses from the different sensors are combined and the resulting hypotheses are more accurate.
-
公开(公告)号:US10318917B1
公开(公告)日:2019-06-11
申请号:US14675167
申请日:2015-03-31
Applicant: AMAZON TECHNOLOGIES, INC.
Inventor: Michel Leonard Goldstein , Ramanathan Palaniappan , Fan Sun , Liefeng Bo , Ohil Krishnamurthy Manyam , Navid Shiee , Gerard Guy Medioni
Abstract: An inventory location such as a shelf may be used to stow different types of items. Interactions may take place, such as the pick or place of one or more items from the inventory location. Image data may be acquired from cameras viewing the shelf and weight data may be acquired from weight sensors coupled to the shelf. Hypotheses may be determined that indicate possible interactions with the inventory location, such as pick or place of an item with regard to the inventory location, and the probability that those interactions are correct. The hypotheses and their associated probabilities may be aggregated. From the aggregated hypotheses, a hypothesis with a highest confidence value may be deemed a solution.
-
公开(公告)号:US11829945B1
公开(公告)日:2023-11-28
申请号:US17304310
申请日:2021-06-17
Applicant: AMAZON TECHNOLOGIES, INC.
Inventor: Michel Leonard Goldstein , Ramanathan Palaniappan , Fan Sun , Liefeng Bo , Ohil Krishnamurthy Manyam , Navid Shiee , Gerard Guy Medioni
CPC classification number: G06Q10/087 , G06Q10/00 , G06K7/14 , G06Q20/00 , G06Q20/20 , G06Q20/208
Abstract: An event at a shelf, such as a user interacting with items on the shelf, may be detected using sensors associated with the shelf. Hypotheses to describe the event are generated based on the collected sensor data. However, hypotheses determined based on only one type of sensor data may not have a confidence value that is sufficiently reliable. Hypotheses derived from different sensor types may be combined to generate new hypotheses that have higher confidence values. For example, hypotheses based on image data may be combined with hypotheses based on weight data to produce hypotheses with higher confidence values that are sufficiently reliable. A hypothesis, from the set of combined hypotheses, having the highest confidence value may then be used to describe the interaction at the shelf, such as identifying the item and quantity of item the user interacted with during the event.
-
公开(公告)号:US10942494B1
公开(公告)日:2021-03-09
申请号:US16164680
申请日:2018-10-18
Applicant: Amazon Technologies, Inc.
Inventor: Sudarshan Narasimha Raghavan , Michel Leonard Goldstein , Fan Sun , Ramanathan Palaniappan
Abstract: Described is a method for determining when to transition devices between different states based on determined potential activity in an area near the devices. When the potential for activity near an input device is below a threshold, the device is maintained in an inactive state. When the potential for activity near the device exceeds the threshold, the device is transitioned to an active state before the potential activity can occur near the device. Likewise, when the device is in an active state, the implementations described herein provide the ability to determine when to begin and end transmission of data from the device to a remote computing resource for processing. For example, obtained video may be processed locally to determine if an activity is occurring. If an activity is occurring, relevant data is sent to a remote computing resource to determine if an action has been performed during the activity.
-
公开(公告)号:US10108157B1
公开(公告)日:2018-10-23
申请号:US14581982
申请日:2014-12-23
Applicant: Amazon Technologies, Inc.
Inventor: Sudarshan Narasimha Raghavan , Michel Leonard Goldstein , Fan Sun , Ramanathan Palaniappan
Abstract: Described is a method for determining when to transition devices between different states based on determined potential activity in an area near the devices. When the potential for activity near an input device is below a threshold, the device is maintained in an inactive state. When the potential for activity near the device exceeds the threshold, the device is transitioned to an active state before the potential activity can occur near the device. Likewise, when the device is in an active state, the implementations described herein provide the ability to determine when to begin and end transmission of data from the device to a remote computing resource for processing. For example, obtained video may be processed locally to determine if an activity is occurring. If an activity is occurring, relevant data is sent to a remote computing resource to determine if an action has been performed during the activity.
-
-
-
-
-