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公开(公告)号:US20200286032A1
公开(公告)日:2020-09-10
申请号:US16880582
申请日:2020-05-21
Applicant: Simbe Robotics, Inc.
Inventor: Bradley Bogolea , Mirza Akbar Shah , Lorin Vandegrift , Luke Fraser , Jariullah Safi , Jeffrey Gee , Durgesh Tiwari
Abstract: One variation of a method for stock keeping in a store includes: accessing an image captured by a fixed camera within the store; retrieving a field of view of the fixed camera; estimating a segment of an inventory structure in the store depicted in the image based on a projection of the field of view onto a planogram of the store; identifying a set of slots within the inventory structure segment; retrieving a product model representing a set of visual characteristics of a product type assigned to a slot, in the set of slots, by the planogram; extracting a constellation of features from the image; if the constellation of features approximates the set of visual characteristics in the product model, detecting presence of a product unit of the product type occupying the inventory structure segment; and representing presence of the product unit, occupying the inventory structure segment, in a realogram.
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公开(公告)号:US10607182B2
公开(公告)日:2020-03-31
申请号:US15347689
申请日:2016-11-09
Applicant: Simbe Robotics, Inc
Inventor: Mirza Akbar Shah , Bradley Bogolea , Jeffrey Gee
Abstract: One variation of a method for tracking stock level within a store includes: dispatching a robotic system to image shelving structures within the store during a scan cycle; receiving images from the robotic system, each image recorded by the robotic system during the scan cycle and corresponding to one waypoint within the store; identifying, in the images, empty slots within the shelving structures; identifying a product assigned to each empty slot based on product location assignments defined in a planogram of the store; for a first product of a first product value and assigned to a first empty slot, generating a first prompt to restock the first empty slot with a unit of the first product during the scan cycle; and, upon completion of the scan cycle, generating a global restocking list specifying restocking of a set of empty slots associated with product values less than the first product value.
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公开(公告)号:US20170337508A1
公开(公告)日:2017-11-23
申请号:US15600527
申请日:2017-05-19
Applicant: Simbe Robotics, Inc.
Inventor: Bradley Bogolea , Mirza Akbar Shah , Lorin Vandegrift , Luke Fraser , Jariullah Safi , Jeffrey Gee
Abstract: One variation of a method for tracking placement of products in a store includes: accessing an image recorded by a mobile robotic system within a store; detecting a shelf in a region of the image; based on an address of the shelf, retrieving a list of products assigned to the shelf by a planogram of the store; retrieving a set of template images—from a database of template images—defining visual features of products specified in the list of products; extracting a set of features from the region of the image; determining that a unit of the product is mis-stocked on the shelf in response to deviation between the set of features and features in a template image, in the set of template images, representing the product; and in response to determining that the unit of the product is mis-stocked on the shelf, generating a restocking prompt for the product.
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公开(公告)号:US12248908B2
公开(公告)日:2025-03-11
申请号:US17727044
申请日:2022-04-22
Applicant: Simbe Robotics, Inc.
Inventor: Bradley Bogolea , Mirza Akbar Shah , Lorin Vandegrift , Luke Fraser , Jariullah Safi , Jeffrey Gee
IPC: G06Q10/087 , G05D1/00 , G06F18/21 , G06F18/22 , G06V20/52 , H04N1/00 , H04N23/66 , H04N23/698 , H04N23/80 , H04N25/615
Abstract: One variation of a method for tracking placement of products in a store includes: accessing an image recorded by a mobile robotic system within a store; detecting a shelf in a region of the image; based on an address of the shelf, retrieving a list of products assigned to the shelf by a planogram of the store; retrieving a set of template images—from a database of template images—defining visual features of products specified in the list of products; extracting a set of features from the region of the image; determining that a unit of the product is mis-stocked on the shelf in response to deviation between the set of features and features in a template image, in the set of template images, representing the product; and in response to determining that the unit of the product is mis-stocked on the shelf, generating a restocking prompt for the product.
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公开(公告)号:US12177387B2
公开(公告)日:2024-12-24
申请号:US18099901
申请日:2023-01-20
Applicant: Simbe Robotics, Inc.
Inventor: Bradley Bogolea , Mirza Akbar Shah , Lorin Vandegrift , Luke Fraser , Jariullah Safi , Jeffrey Gee , Durgesh Tiwari
IPC: G06Q10/087 , G05D1/00 , G06F18/21 , G06F18/22 , G06V10/75 , G06V10/98 , G06V20/52 , H04N1/00 , H04N23/60 , H04N23/698 , H04N23/80 , H04N25/61
Abstract: One variation of a method for stock keeping in a store includes: accessing an image captured by a fixed camera within the store; retrieving a field of view of the fixed camera; estimating a segment of an inventory structure in the store depicted in the image based on a projection of the field of view onto a planogram of the store; identifying a set of slots within the inventory structure segment; retrieving a product model representing a set of visual characteristics of a product type assigned to a slot, in the set of slots, by the planogram; extracting a constellation of features from the image; if the constellation of features approximates the set of visual characteristics in the product model, detecting presence of a product unit of the product type occupying the inventory structure segment; and representing presence of the product unit, occupying the inventory structure segment, in a realogram.
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公开(公告)号:US20240370900A1
公开(公告)日:2024-11-07
申请号:US18777452
申请日:2024-07-18
Applicant: Simbe Robotics, Inc.
Inventor: Bradley Bogolea , Jariullah Safi , Lorin Vandegrift , Shiva Reddy , Tom Gehani
IPC: G06Q30/0241 , G06F18/22 , G06Q10/087 , G06Q20/20 , G06V20/52
Abstract: One variation of a method for tracking promotional states of slots in inventory structures within a store includes: accessing an image of an inventory structure within a store; detecting a shelf tag on the inventory structure in the image; extracting a set of features from the shelf tag detected in the image; detecting a promotional tag on the inventory structure in the image; extracting a set of features from the promotional tag detected in the image; detecting a deviation between the shelf tag and the promotional tag based on a difference between the sets of features; and, in response to detecting the deviation between the shelf tag and the promotional tag, identifying the first promotional tag as erroneous, and notifying a store associate to replace the first promotional tag with a second promotional tag at the first slot, the second promotional tag correcting the difference.
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公开(公告)号:US11860649B2
公开(公告)日:2024-01-02
申请号:US16823254
申请日:2020-03-18
Applicant: Simbe Robotics, Inc.
Inventor: Durgesh Tiwari , Bradley Bogolea
IPC: G05D23/275 , G06T7/50 , G01N21/25 , G06T7/00
CPC classification number: G05D23/27543 , G01N21/255 , G06T7/0004 , G06T7/50 , G06T2207/10024 , G06T2207/10028 , G06T2207/30128
Abstract: One variation of a method for monitoring cooling units in a store includes: at a robotic system, during a first scan routine, autonomously navigating toward a cooling unit in the store, recording a color image of the cooling unit, and scanning a set of temperatures within the cooling unit; identifying a set of products stocked in the cooling unit based on features detected in the color image; mapping the set of temperatures to the set of products at a first time during the first scan routine based on positions of products in the set of products identified in the color image; and generating a record of temperatures of the set of products stocked in the cooling unit at the first time.
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公开(公告)号:US20230421705A1
公开(公告)日:2023-12-28
申请号:US18099901
申请日:2023-01-20
Applicant: Simbe Robotics, Inc.
Inventor: Bradley Bogolea , Mirza Akbar Shah , Lorin Vandegrift , Luke Fraser , Jariullah Safi , Jeffrey Gee , Durgesh Tiwari
IPC: H04N1/00 , G06Q10/087 , G05D1/02 , G06V20/52 , G06F18/21 , G06F18/22 , H04N23/60 , H04N23/80 , H04N23/698 , H04N25/61 , G06V10/75 , G06V10/98
CPC classification number: H04N1/00 , G06Q10/087 , G05D1/0282 , G05D1/0274 , G06V20/52 , G06F18/21 , G06F18/22 , H04N23/60 , H04N23/80 , H04N23/698 , H04N25/61 , G06V10/751 , G06V10/987 , G05D1/0246 , G05D2201/0207
Abstract: One variation of a method for stock keeping in a store includes: accessing an image captured by a fixed camera within the store; retrieving a field of view of the fixed camera; estimating a segment of an inventory structure in the store depicted in the image based on a projection of the field of view onto a planogram of the store; identifying a set of slots within the inventory structure segment; retrieving a product model representing a set of visual characteristics of a product type assigned to a slot, in the set of slots, by the planogram; extracting a constellation of features from the image; if the constellation of features approximates the set of visual characteristics in the product model, detecting presence of a product unit of the product type occupying the inventory structure segment; and representing presence of the product unit, occupying the inventory structure segment, in a realogram.
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公开(公告)号:US20230376893A1
公开(公告)日:2023-11-23
申请号:US18101539
申请日:2023-01-25
Applicant: Simbe Robotics, Inc.
Inventor: Brad Bogolea , Jariullah Safi , Kanchan Bahirat , Shiva Reddy
IPC: G06Q10/087 , G05D1/02 , H04N1/00 , G06V20/52 , G06F18/21 , G06F18/22 , H04N23/66 , H04N23/80 , H04N23/698 , H04N25/615
CPC classification number: G06Q10/087 , G05D1/0282 , H04N1/00 , G06V20/52 , G06F18/21 , G06F18/22 , H04N23/66 , H04N23/80 , H04N23/698 , H04N25/615 , G05D1/0274 , G05D2201/0207 , G05D1/0246
Abstract: A method includes: locating a first slot boundary around a first product unit, in an image of an inventory structure in a store, identifies as a first product type based on features detected in the image; extracting a first product identifier, from a first slot tag, detected in the image; based on correspondence between the first product identifier and product type, associating the first slot boundary with the first slot tag and extracting a first relative tag-boundary position of the first slot boundary and slot tag from the image; extracting a second product identifier from a second slot tag detected in the image; predicting a second slot boundary, assigned to a second product type corresponding to the second product identifier, in the image based on a second position of the second tag in the image and the first relative tag-boundary position.
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公开(公告)号:US20230131517A1
公开(公告)日:2023-04-27
申请号:US17896004
申请日:2022-08-25
Applicant: Simbe Robotics, Inc.
Inventor: Bradley Bogolea , Mirza Akbar Shah , Jariullah Safi , Luke Fraser , Lorin Vandegrift , Jeffrey Gee
Abstract: One variation of a method for automatically generating a planogram for a store includes: dispatching a robotic system to autonomously navigate within the store during a mapping routine; accessing a floor map of the floor space generated by the robotic system from map data collected during the mapping routine; identifying a shelving structure within the map of the floor space; defining a first set of waypoints along an aisle facing the shelving structure; dispatching the robotic system to navigate to and to capture optical data at the set of waypoints during an imaging routine; receiving a set of images generated from optical data recorded by the robotic system during the imaging routine; identifying products and positions of products in the set of images; and generating a planogram of the shelving segment based on products and positions of products identified in the set of images.
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