WO2020106332A1 - Systems and methods for assessing products - Google Patents

Systems and methods for assessing products

Info

Publication number
WO2020106332A1
WO2020106332A1 PCT/US2019/043849 US2019043849W WO2020106332A1 WO 2020106332 A1 WO2020106332 A1 WO 2020106332A1 US 2019043849 W US2019043849 W US 2019043849W WO 2020106332 A1 WO2020106332 A1 WO 2020106332A1
Authority
WO
WIPO (PCT)
Prior art keywords
product
holding surface
image
image capture
housing
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Ceased
Application number
PCT/US2019/043849
Other languages
French (fr)
Inventor
Joshua T. BOHLING
Chuck E. TILMON
Emily Moneka FRANCIS XAVIER
Daniel J. PUMFORD
Brian J. A. SCHARDT
Issac MATHEW
Venkataraja NELLORE
Gaurav SAVLANI
Viraj C. PATEL
Rahul Agarwal
Pushkar PUSHP
Jennifer MCTEER
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Walmart Apollo LLC
Original Assignee
Walmart Apollo LLC
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Walmart Apollo LLC filed Critical Walmart Apollo LLC
Publication of WO2020106332A1 publication Critical patent/WO2020106332A1/en
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/02Food
    • G01N33/025Fruits or vegetables
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84Systems specially adapted for particular applications
    • G01N21/88Investigating the presence of flaws or contamination
    • G01N21/8806Specially adapted optical and illumination features
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/10Image acquisition
    • G06V10/12Details of acquisition arrangements; Constructional details thereof
    • G06V10/14Optical characteristics of the device performing the acquisition or on the illumination arrangements
    • G06V10/147Details of sensors, e.g. sensor lenses
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/40Scenes; Scene-specific elements in video content
    • G06V20/46Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/50Context or environment of the image
    • G06V20/52Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/60Type of objects
    • G06V20/64Three-dimensional [3D] objects
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/56Cameras or camera modules comprising electronic image sensors; Control thereof provided with illuminating means
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/60Control of cameras or camera modules
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/60Control of cameras or camera modules
    • H04N23/66Remote control of cameras or camera parts, e.g. by remote control devices
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/60Control of cameras or camera modules
    • H04N23/66Remote control of cameras or camera parts, e.g. by remote control devices
    • H04N23/661Transmitting camera control signals through networks, e.g. control via the Internet
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/70Circuitry for compensating brightness variation in the scene
    • H04N23/74Circuitry for compensating brightness variation in the scene by influencing the scene brightness using illuminating means
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/90Arrangement of cameras or camera modules, e.g. multiple cameras in TV studios or sports stadiums

Definitions

  • This invention relates generally to product assessment and, more particularly, product assessment by a retailer.
  • FIG. 1 A is an isometric view of an enclosure 100 for assessing products, according to some embodiments
  • FIG. IB is a frontal view of an enclosure 120 for assessing products, according to some embodiments.
  • FI G. 2 is a block diagram of a system 200 for assessing products, according to some embodiments.
  • FIG. 3 is a flow chart depicting example operations for assessing a product, according to some embodiments.
  • an enclosure for use in assessing products comprises a housing, wherein the housing includes a door configured to allow placement of a product within the housing, a product holding surface, wherein the product holding surface is located within the housing, wherein the product holding surface allows pictures to be taken through the product holding surface, wherein the product holding surface divides the housing into a first portion and a second portion, and wherein the product holding surface is configured to support the product, a first image capture device, wherein the first image capture device is located within the first portion of the housing, and wherein the first image capture device is configured to capture an image of the product from a first perspective, a second image capture device, wherein the second image capture device is located within the second portion of the housing, wherein the second image capture device is configured to capture an image of the product from a second perspective, and wherein the image of the product from the second perspective is captured through the
  • a retailer may inspect produce before offering the produce for sale.
  • the retailer may inspect one percent (1%) of ail strawberries received in a shipment. If the retailer receives 3,000 packages (e.g., clamshells) of strawberries, the retailer must inspect 30 of the packages.
  • the employee To inspect a package of strawberries, the employee must remove the strawberries from the package, count the strawberries, visually inspect the strawberries, determine if there is any damage (e.g., bruising, mold, etc.), quantify the damage, record the damage, and then return the strawberries to the packaging. For an experienced employee, this process can take about two minutes to complete for each package.
  • enclosures and methods for using such enclosures, to automate the inspection process.
  • Such enclosures and methods can be used in conjunction with automated evaluation techniques (e.g., an automated inspection system), such as those described in U.S. Provisional Appl. No. 62/509,945, which is incorporated herein by reference in its entirety .
  • the enclosure is capable of accepting a product and includes an image capture device.
  • the image capture device captures an image of the product under controlled conditions.
  • the image of the product is transmitted to an external system, such as that described in U.S. Provisional Application No. 62/509,945 for an automated analysis f e.g., scoring) of the product.
  • FIGS. 1 A and IB provide an overview of such an enclosure.
  • FIG. 1 A is an isometric view of an enclosure 100 for assessing products, according to some embodiments.
  • the enclosure includes a housing 102.
  • the housing 102 is a box capable of having a product placed within the enclosure 100.
  • the housing 102 depicted in FIG. 1 A is a rectangular prism-shape, such is not required. That is, any shape suitable for receiving (i.e., allowing placement of) a product can be used and the shape of the housing 102 can be based upon the product being inspected.
  • the housing 102 includes a door (not shown).
  • the door can be of any suitable type.
  • the door can be hinged at one, or multiple, ends of the housing 102, be slidable across the housing 102, rotate within or around the housing 102, foldable within or about the housing, etc.
  • the door can be rigid and/or pliable (e.g , fabric), as desired based on the type of the enclosure 100 and/or the products being assessed.
  • the door can take any suitable form based on a desired condition within the housing 102. For example, in some embodiments, it may be desired that the door create a seal with the housing 102 that prevents, or diminishes the amount of, external light entering the housing 102 when closed.
  • the door may not be a“door” in the traditional sense, but rather a“doorway” into the enclosure. That is, the door may simply be an opening in the housing 102 that allows placement of a product in the housing 102.
  • the housing 102 includes a product holding surface 104.
  • the product holding surface 104 is configured to support the product.
  • the product holding surface 104 divides the housing 102 into two portions: a first portion 114 and a second portion 1 16. Although the product holding surface 104 roughly divides the housing 102 into two equal portions (i.e., the first portion 1 14 is roughly the same size as the second portion 116) in FIG. 1A, such is not required. Additionally, in some embodiments, the height of the product holding surface 104 can be adjusted within the housing 102 to accommodate products of different sizes and/or fine-tune how images of the product are captured (i.e., the product holding surface 104 is moveable).
  • the product holding surface 104 comprises a transparent or translucent material through which images of the product can be taken ⁇ i.e., the product holding surface 104 is substantially transparent).
  • the product holding surface 104 can he made of glass, plastic, and/or any other suitable material.
  • only a portion of the product holding surface 104 may allow images to be captured through the product holding surface.
  • only a portion, such as a window may be transparent or translucent and the remainder of the product holding surface 104 opaque.
  • the product holding surface 104 includes a product barrier.
  • the product barrier is configured to retain products placed on the product holding surface 104 m a specified area (e.g , in the field of view of an image capture device, optimally placed for the capturing of images, on the product holding surface 104, etc.).
  • the product barrier can comprise any suitable structure, mechanism, or device for positioning of the product holding surface 104.
  • the product barrier can include an incline (e.g., the product holding surface 104, a portion of the product holding surface 104, or a structure associated with the product holding surface 104 can be inclined), a ledge, a ridge, a wall, etc.
  • the enclosure 100 includes two image capture devices: a first image capture device 106 and a second image capture device 108.
  • the image capture devices can be of any suitable type and are capable of capture still and/or moving images (e.g., video).
  • the image capture devices can be selected based on the size of the housing 102, type of products to be assessed, placement of the product holding surface 104, the shape of the housing 102, the type(s) of images desired, etc.
  • the image capture devices can include wide angle lenses to capture a large area of the housing 102.
  • the first image capture device 106 is located in the first portion 1 14 of the housing 102 and is configured to capture images of products from a first perspective. As depicted in FIG. 1 A, the first image capture device 106 is positioned to capture an overhead image of the product. That is, the first image capture device 106 is located on the“ceiling” of the housing 102, as indicated by the dashed lines. Although FIG. 1 A depicts the first image capture device 106 as being located on the“ceiling” of the housing 102, such is not required.
  • the first image capture device 106 can be located anywhere in the first portion 114 of the housing 102.
  • the first image capture device 106 can be located on wall of the housing 102 (e.g., the side or back of the housing 102) to capture images of products from the side.
  • the first image capture device 106 can be located anywhere within the first portion 1 14 of the housing 102, as required to capture desired images of products.
  • the second image capture device 108 is located in the second portion 116 of the housing 102 and is configured to capture images of products from a second perspective. As depicted in FIG. 1 A, the second image capture device 108 is located on the“floor” of the housing 102. In such embodiments, the second image capture device 108 captures images of products through the product holding surface 104. That is, the second image capture device 108 captures images of the product from a second perspective that is through the product holding surface 104. Although the second image capture device 108 is depicted in FIG. 1 A as being on the“floor” of the housing 102, such is not required. For example, the second image capture device 108 can be located on a wall or the back of the housing 102. The second image capture device 108 can be located anywhere within the second portion 116 of the housing 102, as required to capture desired images of products.
  • the enclosure 100 can include additional image capture devices.
  • the enclosure 100 can include a third image capture device to capture images of products from a third perspective, a fourth image capture device to capture images of products from a fourth perspective, etc.
  • the additional image capture devices can be located anywhere about the enclosure 100 (e.g., in the housing 102, on the housing 102, outside of the housing 102, on a door, etc.).
  • the enclosure 100 includes a lighting element 1 10.
  • the lighting element is configured to provide lighting for the enclosure 100.
  • the lighting element 110 is located within the housing 102.
  • the lighting element 110 provides lighting within the housing 102.
  • the lighting element 110 can be located on the“ceiling” of the housing 102, as indicated by the dashed lines.
  • the lighting element can be of any suitable type (e.g., incandescent, fluorescent, LED, etc.) and can produce light that is visible and/or invisible to the human eye.
  • FIG. 1 A depicts an isometric view of an enclosure
  • FIG. I B depicts a frontal view of an enclosure.
  • FIG. IB is a frontal view of an enclosure 120 for assessing products, according to some embodiments. Like the enclosure depicted m FIG. 1 A, the enclosure 120 depicted in FIG.
  • I B includes a housing 122, a door (not shown), a product holding surface 104, a first image capture device 126, a second image capture device 128, and a lighting element.
  • the lighting element depicted in FIG. IB includes four lighting elements: a first lighting element 130A, a second lighting element 130B, a third lighting element 130C, and a fourth lighting element 130D.
  • the first lighting element 130A and the second lighting element 130B are located in a first portion 134 of the housing 122.
  • the third lighting element 130C and the fourth lighting element 130D are located in the second portion 136 of the housing 124.
  • the lighting element can be located in any suitable location to achieve the lighting effects desired. Additionally, the lighting element can include greater, or fewer (as depicted in FIG. 1 A), than four lighting elements.
  • FIG. IB includes a product 132 placed on the product holding surface 124.
  • the product 132 is depicted as only a single item, this is done only for simplicity.
  • the product 132 may include multiple items and can be any type of items.
  • FIGS. 1A and IB provide an overview of an enclosure for use in assessing products
  • the discussion of FIG. 2 provides detail regarding a system for assessing products.
  • FIG. 2 is a block diagram of a system 200 for assessing products, according to some embodiments.
  • the system includes a remote processing system 216, an enclosure 208, and a controller device 206.
  • the remote processing system 216, the controller device 206, and the enclosure 208 are in communication with one another.
  • the controller device 206 and the remote processing system 216 are communicatively coupled via a network 214 (e.g, an intranet or internet, such as the Internet). Additionally, the controller device 206 is communicatively coupled to the enclosure 208. Although not being depicted as being communicatively coupled to one another via the network 214, in some embodiments, the controller device 206 and the enclosure are communicatively coupled in a wireless means, such as via the network 214, Bluetooth, etc.
  • a network 214 e.g, an intranet or internet, such as the Internet
  • the controller device 206 is communicatively coupled to the enclosure 208.
  • the controller device 206 and the enclosure are communicatively coupled in a wireless means, such as via the network 214, Bluetooth, etc.
  • the enclosure 208 is configured to allow placement of a product within the enclosure 208 for assessment.
  • the enclosure includes an image capture device(s) 210 and lighting element(s) 212.
  • the image capture devicefs) 210 is configured to capture images of the product in the enclosure 208 and the lighting element(s) 212 is configured to provide light for capturing the images.
  • the controller device 206 generally controls the capture of images in the enclosure 208.
  • the controller device 206 can be of any suitable type, such as a device dedicated to the control of the enclosure 208 (e.g., a controller designed specifically for use with the enclosure 208, whether integral or separate from the enclosure 208) or an existing device modified to control the enclosure (e.g., a mobile device or other computing device running an application to control the enclosure 208).
  • the controller device 206 controls the enclosure 208 by controlling the image capture capture(s) device 210 and the lighting element(s) 212. For example, the controller device 206 instructs the lighting element(s) 212 to illuminate the enclosure 208 and the image capture device(s) 210 to capture an image of the product.
  • the controller device 206 includes a user input device 204 and a control circuit
  • the user input device 204 allows users to input commands to the controller device 206.
  • the user input device 204 can allow- the user to input commands for the image capture device(s) 210 (e.g., capture an image, move or rotate the image capture device, turn a flash on or off, etc.) and for the lighting element(s) 212 (e.g., illuminate the enclosure 208, change the color of the light, adjust the angle of the light, adjust the timing of the light, etc.).
  • the image capture device(s) 210 e.g., capture an image, move or rotate the image capture device, turn a flash on or off, etc.
  • the lighting element(s) 212 e.g., illuminate the enclosure 208, change the color of the light, adjust the angle of the light, adjust the timing of the light, etc.
  • the control circuit 202 can comprise a fixed-purpose hard-wired hardware platform (including but not limited to an application-specific integrated circuit (ASIC) (which is an integrated circuit that is customized by design for a particular use, rather than intended for general-purpose use), a field-programmable gate array (FPGA), and the like) or can comprise a partially or wholly-programmable hardware platform (including but not limited to
  • ASIC application-specific integrated circuit
  • FPGA field-programmable gate array
  • control circuit 202 is configured (for example, by using corresponding programming as will be well understood by those skilled in the art) to carry out one or more of the steps, actions, and/or functions described herein.
  • control circuit 202 operably couples to a memory .
  • the memory may be integral to the control circuit 202 or can be physically discrete (in whole or in part) from the control circuit 202 as desired. This memory can also be local with respect to the control circuit 202 (where, for example, both share a common circuit board, chassis, power supply, and/or housing) or can be partially or wholly remote with respect to the control circuit 202 (where, for example, the memory 7 is physically located in another facility, metropolitan area, or even country as compared to the control circuit 202).
  • This memory can serve, for example, to non-transitoriiy store the computer instructions that, when executed by the control circuit 202, cause the control circuit 202 to behave as described herein.
  • this reference to“non-transitoriiy” will be understood to refer to a non-ephemerai state for the stored contents (and hence excludes when the stored contents merely constitute signals or waves) rather than volatility 7 of the storage media itself and hence includes both non-volatile memory (such as read-only memory (ROM) as well as volatile memory (such as an erasable programmable read-only memory (EPROM).
  • ROM read-only memory
  • EPROM erasable programmable read-only memory
  • the control circuit 202 is configured to transmit and/or receive commands from the user input device 204, the image capture device(s) 210, the lighting element(s) 212, and the remote processing system 216.
  • the control circuit 202 can receive an execution command from the user input device.
  • the execution command includes instructions for the control circuit 202 to control the enclosure 208.
  • the execution command can include instructions regarding when and how the image capture device(s) 210 and the lighting element(s) 212 should operate. After an image is, or images are, captured by the image capture device(s) 210, the control circuit transmits the image, or images, to the remote processing system 216.
  • the remote processing system 216 receives the image(s) from the controller device 206 and performs an analysis on the product.
  • the analysis on the product can be an assessment of the image(s) of the product to determine a score for the product.
  • the remote processing system 216 operates as described m U.S. Provisional Application No. 62/509,945 for an automated inspection system.
  • FIG. 2 provides a discussion of a system for assessing products
  • FIG. 3 describes example operations for assessing products.
  • FIG. 3 is a flow chart depicting example operations for assessing a product, according to some embodiments. The flow begins at block 302.
  • a product is received.
  • the product can be received at a housing of an enclosure via a door.
  • the enclosure includes a product holding surface, a lighting element, and an image capture device.
  • the image capture device is configured to capture an image of the product.
  • the enclosure includes two image capture devices.
  • Each of the image capture devices is configured to capture an image of the product from a different perspective (e.g., above, below, next to, etc. the product).
  • the image of the product is captured so that the product can be assessed.
  • the product can be assessed to determine its suitability for sale, as a sample to determine the suitability of a number of products, etc.
  • the flow continues at block 304.
  • an execution command is received.
  • the execution command can be received at a controller device that is separate from, or integrated with, the enclosure.
  • the execution command instructs the enclosure to capture the image of the product.
  • the execution command can be received from a user (e.g., user input device) or triggered automatically by the controller device (e.g., by placement of a product within the enclosure). In the latter, the controller device can“receive” the execution from itself in an automated fashion.
  • the flow continues at block 306.
  • a first image capture device is caused to capture a first image of a product.
  • the controller device can transmit a command to the first image capture device to capture the first image of the product.
  • the first image of the product is captured from a first perspective.
  • the first image capture device may be above, next to, in front of, etc. the product.
  • the flow continues at block 308.
  • a second image capture device is caused to capture a second image of the product.
  • the controller device can transmit a command to the second image capture device to capture the second image of the product.
  • the second image of the product is captured from a second perspective.
  • the enclosure includes a transparent or translucent product holding surface and the second image capture device is located belo w the product holding surface. In such embodiments, the image of the product from the second perspective is captured through the product holding surface.
  • the flow continues at block 310.
  • images are transmitted.
  • the controller device can transmit the images to a remote processing system.
  • the remote processing system can use the images of the product to assess the product, as described in U.S. Provisional Application No. 62/509,945 for an automated inspection system.
  • an enclosure for use in assessing products comprises a housing, wherein the housing includes a door configured to allow placement of a product within the housing, a product holding surface, wherein the product holding surface is located within the housing, wherein the product holding surface allows pictures to be taken through the product holding surface, wherein the product holding surface divides the housing into a first portion and a second portion, and wherein the product holding surface is configured to support the product, a first image capture device, wherein the first image capture device is located within the first portion of the housing, and wherein the first image capture device is configured to capture an image of the product from a first perspective, a second image capture device, wherein the second image capture device is located within the second portion of the housing, wherein the second image capture device is configured to capture an image of the product from a second perspective, and wherein the image of the product from the second perspective is captured through the product holding surface, and a lighting element, wherein the lighting element is located within the housing, and wherein the lighting element is configured to provide lighting within the
  • a system for assessing products comprises an enclosure, wherein the enclosure includes a housing, wherein the housing includes a door configured to allow placement of a product within the housing, a product holding surface, wherein the product holding surface is located within the housing, and wherein the product holding surface is configured to support the product, a first image capture device, wherein the first image capture device is located within the housing, and wherein the first image capture device is configured to capture an image of the product from a first perspective, and a lighting element, wherein the lighting element is located within the housing, and wherein the lighting element is configured to provide lighting with the housing, a controller device, wherein the controller device is communicatively coupled to the first image capture device and the lighting element, and wherein the controller device includes a user input device, wherein the user input device is configured to receive an execution command, and a control circuit, wherein the control circuit is configured to receive, from the user input device, the execution command, m response to receipt of the execution command, control the first image capture device and the lighting
  • an apparatus and a corresponding method performed by the apparatus, comprises receiving, in an enclosure, a product, wherein the enclosure includes a product holding surface that creates a first portion of the enclosure and a second portion of the enclosure, a first image capture device located in the first portion of the enclosure and second image capture device located in a second portion of the enclosure, wherein the first image capture device is configured to capture an image of the product from a first perspective, wherein the second image capture device is configured to capture an image of the product from a second perspective, and wherein the image of the product from the second perspective is captured through the product holding surface, receiving, via a controller device, an execution command, causing, by the controller device, the first image capture device to capture the image of the product from the first perspective, causing, by the controller device, the second image capture device to capture the image of the product from the second perspective, and transmitting, by the controller device to a remote processing system for analysis, the image of the product from the first perspective and the image of the product from the second perspective.

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Abstract

In some embodiments, apparatuses, systems, and methods are provided herein useful to assessing products. In some embodiments, an enclosure for use in assessing products comprises a housing including a door configured to allow placement of a product within the housing, a product holding surface located within the housing allowing pictures to be taken through the product holding surface and configured to support the product, a first image capture device configured to capture an image of the product from a first perspective, a second image capture device configured to capture an image of the product from a second perspective, and wherein the image of the product from the second perspective is captured through the product holding surface, and a lighting element, wherein the lighting element is located within the housing, and wherein the lighting element is configured to provide lighting within the housing.

Description

SYSTEMS AND METHODS FOR ASSESSING PRODUCTS
Cross-Reference to Related Application
[0001] This application claims the benefit of the following: Indian Provisional
Application No. 201841043606 filed November 20, 2018 and U.S. Provisional Application No. 62/810,129, filed February 25, 2019, both of which are incorporated herein by reference in their entireties.
Technical Field
[0002] This invention relates generally to product assessment and, more particularly, product assessment by a retailer.
Background
[0003] Many products require inspection by a retailer before the products are offered for sale to consumers. For example, the retailer may inspect the products for defects, damage, quantity, etc. so as to ensure that only suitable products are offered for sale to consumers. This inspection processed is typically done manually. For example, an employee will physically inspect all, or a sample, of the products to determine if the products are suitable for sale. While manual inspection of products can be used to determine the quality of products, it is time- consuming, and thus costly, for retailers. Additionally, manual inspection can be error prone due to the subjective nature of the inspection as well as potential employee fatigue and/or oversight. Consequently, a need exists for systems, methods, and apparatuses that can quickly, accurately, and consistently inspect products.
Brief Description of the Drawings
[0004] Disclosed herein are embodiments of systems, apparatuses, and methods pertaining to assessing products. This description includes drawings, wherein:
[0005] FIG. 1 A is an isometric view of an enclosure 100 for assessing products, according to some embodiments;
[0006] FIG. IB is a frontal view of an enclosure 120 for assessing products, according to some embodiments; [0007] FI G. 2 is a block diagram of a system 200 for assessing products, according to some embodiments; and
[0008] FIG. 3 is a flow chart depicting example operations for assessing a product, according to some embodiments.
[0009] Elements in the figures are illustrated for simplicity and clarity and have not necessarily been drawn to scale. For example, the dimensions and/or relative positioning of some of the elements in the figures may be exaggerated relative to other elements to help to improve understanding of various embodiments of the present invention. Also, common but well- understood elements that are useful or necessary in a commercially feasible embodiment are often not depicted in order to facilitate a less obstructed view of these various embodiments of the present invention. Certain actions and/or steps may be described or depicted m a particular order of occurrence while those skilled in the art will understand that such specificity with respect to sequence is not actually required. The terms and expressions used herein have the ordinary technical meaning as is accorded to such terms and expressions by persons skilled in the technical field as set forth above except where different specific meanings have otherwise been set forth herein.
Detailed Description
[0010] Generally speaking, pursuant to various embodiments, systems, apparatuses, and methods are provided herein useful to an enclosure for use in assessing products. In some embodiments, an enclosure for use in assessing products comprises a housing, wherein the housing includes a door configured to allow placement of a product within the housing, a product holding surface, wherein the product holding surface is located within the housing, wherein the product holding surface allows pictures to be taken through the product holding surface, wherein the product holding surface divides the housing into a first portion and a second portion, and wherein the product holding surface is configured to support the product, a first image capture device, wherein the first image capture device is located within the first portion of the housing, and wherein the first image capture device is configured to capture an image of the product from a first perspective, a second image capture device, wherein the second image capture device is located within the second portion of the housing, wherein the second image capture device is configured to capture an image of the product from a second perspective, and wherein the image of the product from the second perspective is captured through the product holding surface, and a lighting element, wherein the lighting element is located within the housing, and wherein the lighting element is configured to provide lighting within the housing.
[0011] As previously discussed, many retailers inspect products received from suppliers, manufacturers, etc. before they offer the products for sale to consumers. This inspection is performed to ensure that only suitable products are offered for sale. Not only does this aid the retailer in promoting his or her reputation as a seller of quality goods, but some product inspections are required by governmental agencies (e.g., the Food and Drug Administration (FDA)). In addition to ensuring that only suitable products are offered for sale, the retailer may benefit from this inspection m that he or she may reject products that are not suitable for sale and thus avoid paying for products that are not suitable for sale.
[0012] Currently, many retailers perform these inspections manually. This manual inspection is time-consuming and error prone. As one example, a retailer may inspect produce before offering the produce for sale. In the case of strawberries, the retailer may inspect one percent (1%) of ail strawberries received in a shipment. If the retailer receives 3,000 packages (e.g., clamshells) of strawberries, the retailer must inspect 30 of the packages. To inspect a package of strawberries, the employee must remove the strawberries from the package, count the strawberries, visually inspect the strawberries, determine if there is any damage (e.g., bruising, mold, etc.), quantify the damage, record the damage, and then return the strawberries to the packaging. For an experienced employee, this process can take about two minutes to complete for each package. Consequently, if 30 packages of strawberries are to be inspected, this process will take about an hour. When adding this time amongst all other products that are to be inspected, it is easy to see how the inspection of products can require a significant portion of a retailer’s recourses.
[0013] Described herein are systems, methods, and apparatuses that can be used to help automate this inspection process. Specifically, described herein are enclosures, and methods for using such enclosures, to automate the inspection process. Such enclosures and methods can be used in conjunction with automated evaluation techniques (e.g., an automated inspection system), such as those described in U.S. Provisional Appl. No. 62/509,945, which is incorporated herein by reference in its entirety . Generally, the enclosure is capable of accepting a product and includes an image capture device. The image capture device captures an image of the product under controlled conditions. In some embodiments, the image of the product is transmitted to an external system, such as that described in U.S. Provisional Application No. 62/509,945 for an automated analysis f e.g., scoring) of the product. The discussion of FIGS. 1 A and IB provide an overview of such an enclosure.
[0014] FIG. 1 A is an isometric view of an enclosure 100 for assessing products, according to some embodiments. The enclosure includes a housing 102. Generally, the housing 102 is a box capable of having a product placed within the enclosure 100. While the housing 102 depicted in FIG. 1 A is a rectangular prism-shape, such is not required. That is, any shape suitable for receiving (i.e., allowing placement of) a product can be used and the shape of the housing 102 can be based upon the product being inspected.
[0015] The housing 102 includes a door (not shown). The door can be of any suitable type. For example, the door can be hinged at one, or multiple, ends of the housing 102, be slidable across the housing 102, rotate within or around the housing 102, foldable within or about the housing, etc. The door can be rigid and/or pliable (e.g , fabric), as desired based on the type of the enclosure 100 and/or the products being assessed. The door can take any suitable form based on a desired condition within the housing 102. For example, in some embodiments, it may be desired that the door create a seal with the housing 102 that prevents, or diminishes the amount of, external light entering the housing 102 when closed. It should be noted, that in some embodiments, the door may not be a“door” in the traditional sense, but rather a“doorway” into the enclosure. That is, the door may simply be an opening in the housing 102 that allows placement of a product in the housing 102.
[0016] The housing 102 includes a product holding surface 104. The product holding surface 104 is configured to support the product. The product holding surface 104 divides the housing 102 into two portions: a first portion 114 and a second portion 1 16. Although the product holding surface 104 roughly divides the housing 102 into two equal portions (i.e., the first portion 1 14 is roughly the same size as the second portion 116) in FIG. 1A, such is not required. Additionally, in some embodiments, the height of the product holding surface 104 can be adjusted within the housing 102 to accommodate products of different sizes and/or fine-tune how images of the product are captured (i.e., the product holding surface 104 is moveable). Preferably, the product holding surface 104 comprises a transparent or translucent material through which images of the product can be taken {i.e., the product holding surface 104 is substantially transparent). For example, the product holding surface 104 can he made of glass, plastic, and/or any other suitable material. Additionally, in some embodiments, only a portion of the product holding surface 104 may allow images to be captured through the product holding surface. For example, only a portion, such as a window, may be transparent or translucent and the remainder of the product holding surface 104 opaque.
[0017] In some embodiments, the product holding surface 104 includes a product barrier.
The product barrier is configured to retain products placed on the product holding surface 104 m a specified area ( e.g , in the field of view of an image capture device, optimally placed for the capturing of images, on the product holding surface 104, etc.). The product barrier can comprise any suitable structure, mechanism, or device for positioning of the product holding surface 104. For example, the product barrier can include an incline (e.g., the product holding surface 104, a portion of the product holding surface 104, or a structure associated with the product holding surface 104 can be inclined), a ledge, a ridge, a wall, etc.
[0018] The enclosure 100 includes two image capture devices: a first image capture device 106 and a second image capture device 108. The image capture devices can be of any suitable type and are capable of capture still and/or moving images (e.g., video). The image capture devices can be selected based on the size of the housing 102, type of products to be assessed, placement of the product holding surface 104, the shape of the housing 102, the type(s) of images desired, etc. For example, the image capture devices can include wide angle lenses to capture a large area of the housing 102.
[0019] The first image capture device 106 is located in the first portion 1 14 of the housing 102 and is configured to capture images of products from a first perspective. As depicted in FIG. 1 A, the first image capture device 106 is positioned to capture an overhead image of the product. That is, the first image capture device 106 is located on the“ceiling” of the housing 102, as indicated by the dashed lines. Although FIG. 1 A depicts the first image capture device 106 as being located on the“ceiling” of the housing 102, such is not required.
That is, the first image capture device 106 can be located anywhere in the first portion 114 of the housing 102. For example, the first image capture device 106 can be located on wall of the housing 102 (e.g., the side or back of the housing 102) to capture images of products from the side. The first image capture device 106 can be located anywhere within the first portion 1 14 of the housing 102, as required to capture desired images of products.
[0020] The second image capture device 108 is located in the second portion 116 of the housing 102 and is configured to capture images of products from a second perspective. As depicted in FIG. 1 A, the second image capture device 108 is located on the“floor” of the housing 102. In such embodiments, the second image capture device 108 captures images of products through the product holding surface 104. That is, the second image capture device 108 captures images of the product from a second perspective that is through the product holding surface 104. Although the second image capture device 108 is depicted in FIG. 1 A as being on the“floor” of the housing 102, such is not required. For example, the second image capture device 108 can be located on a wall or the back of the housing 102. The second image capture device 108 can be located anywhere within the second portion 116 of the housing 102, as required to capture desired images of products.
[0021] Additionally, though FIG. 1 A depicts only two image capture devices, in some embodiments, the enclosure 100 can include additional image capture devices. For example, the enclosure 100 can include a third image capture device to capture images of products from a third perspective, a fourth image capture device to capture images of products from a fourth perspective, etc. The additional image capture devices can be located anywhere about the enclosure 100 (e.g., in the housing 102, on the housing 102, outside of the housing 102, on a door, etc.).
[0022] In some embodiments, the enclosure 100 includes a lighting element 1 10. The lighting element is configured to provide lighting for the enclosure 100. In one embodiment, the lighting element 110 is located within the housing 102. In such embodiments, the lighting element 110 provides lighting within the housing 102. For example, as depicted in FIG. 1 A, the lighting element 110 can be located on the“ceiling” of the housing 102, as indicated by the dashed lines. The lighting element can be of any suitable type (e.g., incandescent, fluorescent, LED, etc.) and can produce light that is visible and/or invisible to the human eye. [0023] While FIG. 1 A depicts an isometric view of an enclosure, FIG. I B depicts a frontal view of an enclosure.
[0024] FIG. IB is a frontal view of an enclosure 120 for assessing products, according to some embodiments. Like the enclosure depicted m FIG. 1 A, the enclosure 120 depicted in FIG.
I B includes a housing 122, a door (not shown), a product holding surface 104, a first image capture device 126, a second image capture device 128, and a lighting element.
[0025] The lighting element depicted in FIG. IB includes four lighting elements: a first lighting element 130A, a second lighting element 130B, a third lighting element 130C, and a fourth lighting element 130D. The first lighting element 130A and the second lighting element 130B are located in a first portion 134 of the housing 122. The third lighting element 130C and the fourth lighting element 130D are located in the second portion 136 of the housing 124.
Although depicted as being located on the walls of the housing 122, the lighting element can be located in any suitable location to achieve the lighting effects desired. Additionally, the lighting element can include greater, or fewer (as depicted in FIG. 1 A), than four lighting elements.
[0026] FIG. IB includes a product 132 placed on the product holding surface 124.
Although the product 132 is depicted as only a single item, this is done only for simplicity. The product 132 may include multiple items and can be any type of items.
[0027] While the discussion of FIGS. 1A and IB provide an overview of an enclosure for use in assessing products, the discussion of FIG. 2 provides detail regarding a system for assessing products.
[0028] FIG. 2 is a block diagram of a system 200 for assessing products, according to some embodiments. The system includes a remote processing system 216, an enclosure 208, and a controller device 206. In some embodiments, at least some of the remote processing system 216, the controller device 206, and the enclosure 208 are in communication with one another.
For example, as depicted in FIG. 2, the controller device 206 and the remote processing system 216 are communicatively coupled via a network 214 (e.g, an intranet or internet, such as the Internet). Additionally, the controller device 206 is communicatively coupled to the enclosure 208. Although not being depicted as being communicatively coupled to one another via the network 214, in some embodiments, the controller device 206 and the enclosure are communicatively coupled in a wireless means, such as via the network 214, Bluetooth, etc.
[0029] The enclosure 208 is configured to allow placement of a product within the enclosure 208 for assessment. The enclosure includes an image capture device(s) 210 and lighting element(s) 212. The image capture devicefs) 210 is configured to capture images of the product in the enclosure 208 and the lighting element(s) 212 is configured to provide light for capturing the images.
[0030] The controller device 206 generally controls the capture of images in the enclosure 208. The controller device 206 can be of any suitable type, such as a device dedicated to the control of the enclosure 208 (e.g., a controller designed specifically for use with the enclosure 208, whether integral or separate from the enclosure 208) or an existing device modified to control the enclosure (e.g., a mobile device or other computing device running an application to control the enclosure 208).
[0031] The controller device 206 controls the enclosure 208 by controlling the image capture capture(s) device 210 and the lighting element(s) 212. For example, the controller device 206 instructs the lighting element(s) 212 to illuminate the enclosure 208 and the image capture device(s) 210 to capture an image of the product.
[0032] The controller device 206 includes a user input device 204 and a control circuit
202. The user input device 204 allows users to input commands to the controller device 206.
For example, the user input device 204 can allow- the user to input commands for the image capture device(s) 210 (e.g., capture an image, move or rotate the image capture device, turn a flash on or off, etc.) and for the lighting element(s) 212 (e.g., illuminate the enclosure 208, change the color of the light, adjust the angle of the light, adjust the timing of the light, etc.).
[0033] The control circuit 202 can comprise a fixed-purpose hard-wired hardware platform (including but not limited to an application-specific integrated circuit (ASIC) (which is an integrated circuit that is customized by design for a particular use, rather than intended for general-purpose use), a field-programmable gate array (FPGA), and the like) or can comprise a partially or wholly-programmable hardware platform (including but not limited to
microcontrollers, microprocessors, and the like). These architectural options for such structures are well known and understood in the art and require no further description here. The control circuit 202 is configured (for example, by using corresponding programming as will be well understood by those skilled in the art) to carry out one or more of the steps, actions, and/or functions described herein.
[0034] By one optional approach the control circuit 202 operably couples to a memory .
The memory may be integral to the control circuit 202 or can be physically discrete (in whole or in part) from the control circuit 202 as desired. This memory can also be local with respect to the control circuit 202 (where, for example, both share a common circuit board, chassis, power supply, and/or housing) or can be partially or wholly remote with respect to the control circuit 202 (where, for example, the memory7 is physically located in another facility, metropolitan area, or even country as compared to the control circuit 202).
[0035] This memory can serve, for example, to non-transitoriiy store the computer instructions that, when executed by the control circuit 202, cause the control circuit 202 to behave as described herein. As used herein, this reference to“non-transitoriiy” will be understood to refer to a non-ephemerai state for the stored contents (and hence excludes when the stored contents merely constitute signals or waves) rather than volatility7 of the storage media itself and hence includes both non-volatile memory (such as read-only memory (ROM) as well as volatile memory (such as an erasable programmable read-only memory (EPROM).
[0036] The control circuit 202 is configured to transmit and/or receive commands from the user input device 204, the image capture device(s) 210, the lighting element(s) 212, and the remote processing system 216. For example, the control circuit 202 can receive an execution command from the user input device. The execution command includes instructions for the control circuit 202 to control the enclosure 208. For example, the execution command can include instructions regarding when and how the image capture device(s) 210 and the lighting element(s) 212 should operate. After an image is, or images are, captured by the image capture device(s) 210, the control circuit transmits the image, or images, to the remote processing system 216.
[0037] The remote processing system 216 receives the image(s) from the controller device 206 and performs an analysis on the product. For example, the analysis on the product can be an assessment of the image(s) of the product to determine a score for the product. In some embodiments, the remote processing system 216 operates as described m U.S. Provisional Application No. 62/509,945 for an automated inspection system.
[0038] While the discussion of FIG. 2 provides a discussion of a system for assessing products, the discussion of FIG. 3 describes example operations for assessing products.
[0039] FIG. 3 is a flow chart depicting example operations for assessing a product, according to some embodiments. The flow begins at block 302.
[0040] At block 302, a product is received. For example, the product can be received at a housing of an enclosure via a door. The enclosure includes a product holding surface, a lighting element, and an image capture device. The image capture device is configured to capture an image of the product. In the embodiment depicted in FIG. 3, the enclosure includes two image capture devices. Each of the image capture devices is configured to capture an image of the product from a different perspective (e.g., above, below, next to, etc. the product). In some embodiments, the image of the product is captured so that the product can be assessed. For example, the product can be assessed to determine its suitability for sale, as a sample to determine the suitability of a number of products, etc. The flow continues at block 304.
[0041] At block 304, an execution command is received. For example, the execution command can be received at a controller device that is separate from, or integrated with, the enclosure. The execution command instructs the enclosure to capture the image of the product. The execution command can be received from a user (e.g., user input device) or triggered automatically by the controller device (e.g., by placement of a product within the enclosure). In the latter, the controller device can“receive” the execution from itself in an automated fashion. The flow continues at block 306.
[0042] At block 306, a first image capture device is caused to capture a first image of a product. For example, the controller device can transmit a command to the first image capture device to capture the first image of the product. The first image of the product is captured from a first perspective. For example, the first image capture device may be above, next to, in front of, etc. the product. The flow continues at block 308. [0043] At block 308, a second image capture device is caused to capture a second image of the product. For example, the controller device can transmit a command to the second image capture device to capture the second image of the product. The second image of the product is captured from a second perspective. For example, the second image capture device may be above, next to, in front of, etc. the product. In one embodiment, the enclosure includes a transparent or translucent product holding surface and the second image capture device is located belo w the product holding surface. In such embodiments, the image of the product from the second perspective is captured through the product holding surface. The flow continues at block 310.
[0044] At block 310, images are transmitted. For example, the controller device can transmit the images to a remote processing system. The remote processing system can use the images of the product to assess the product, as described in U.S. Provisional Application No. 62/509,945 for an automated inspection system.
[0045] In some embodiments, an enclosure for use in assessing products comprises a housing, wherein the housing includes a door configured to allow placement of a product within the housing, a product holding surface, wherein the product holding surface is located within the housing, wherein the product holding surface allows pictures to be taken through the product holding surface, wherein the product holding surface divides the housing into a first portion and a second portion, and wherein the product holding surface is configured to support the product, a first image capture device, wherein the first image capture device is located within the first portion of the housing, and wherein the first image capture device is configured to capture an image of the product from a first perspective, a second image capture device, wherein the second image capture device is located within the second portion of the housing, wherein the second image capture device is configured to capture an image of the product from a second perspective, and wherein the image of the product from the second perspective is captured through the product holding surface, and a lighting element, wherein the lighting element is located within the housing, and wherein the lighting element is configured to provide lighting within the housing.
[0046] In some embodiments, a system for assessing products comprises an enclosure, wherein the enclosure includes a housing, wherein the housing includes a door configured to allow placement of a product within the housing, a product holding surface, wherein the product holding surface is located within the housing, and wherein the product holding surface is configured to support the product, a first image capture device, wherein the first image capture device is located within the housing, and wherein the first image capture device is configured to capture an image of the product from a first perspective, and a lighting element, wherein the lighting element is located within the housing, and wherein the lighting element is configured to provide lighting with the housing, a controller device, wherein the controller device is communicatively coupled to the first image capture device and the lighting element, and wherein the controller device includes a user input device, wherein the user input device is configured to receive an execution command, and a control circuit, wherein the control circuit is configured to receive, from the user input device, the execution command, m response to receipt of the execution command, control the first image capture device and the lighting element, and transmit, to a remote processing system, an image of the product captured by the first image capture device, the remote processing system, wherein the remote processing system is communicatively coupled to the controller device, and wherein the remote processing system is configured to receive, from the controll er device, the image of the product captured by the first image capture device, and perform, based on the image of the product captured by the first image capture device, an analysis on the product
[0047] In some embodiments, an apparatus, and a corresponding method performed by the apparatus, comprises receiving, in an enclosure, a product, wherein the enclosure includes a product holding surface that creates a first portion of the enclosure and a second portion of the enclosure, a first image capture device located in the first portion of the enclosure and second image capture device located in a second portion of the enclosure, wherein the first image capture device is configured to capture an image of the product from a first perspective, wherein the second image capture device is configured to capture an image of the product from a second perspective, and wherein the image of the product from the second perspective is captured through the product holding surface, receiving, via a controller device, an execution command, causing, by the controller device, the first image capture device to capture the image of the product from the first perspective, causing, by the controller device, the second image capture device to capture the image of the product from the second perspective, and transmitting, by the controller device to a remote processing system for analysis, the image of the product from the first perspective and the image of the product from the second perspective.
j 0048J Those skilled in the art will recognize that a wide variety of other modifications, alterations, and combinations can also be made with respect to the above described embodiments without departing from the scope of the invention, and that such modifications, alterations, and combinations are to be viewed as being within the ambit of the inventive concept.

Claims

CLAIMS What is claimed is:
1. An enclosure for use in assessing products, the enclosure comprising:
a housing, wherein the housing includes a door configured to allow placement of a
product within the housing;
a product holding surface, wherein the product holding surface is located within the housing, wherein the product holding surface allows pictures to be taken through the product holding surface, wherein the product holding surface divides the housing into a first portion and a second portion, and wherein the product holding surface is configured to support the product;
a first image capture device, wherein the first image capture device is located within the first portion of the housing, and wherein the first image capture device is configured to capture an image of the product from a first perspective;
a second image capture device, wherein the second image capture device is located
within the second portion of the housing, wherein the second image capture device is configured to capture an image of the product from a second perspective, and wherein the image of the product from the second perspective is captured through the product holding surface; and
a lighting element, wherein the lighting element is located within the housing, and
wherein the lighting element is configured to provide lighting within the housing.
2. The enclosure of claim 1, wherein the enclosure further comprises:
a controller device, wherein the controller device is communicatively coupled to the first image capture device, the second image capture device, and the lighting element, and wherein the controller device is configured to control action of the first image capture device, the second image capture device, and the lighting element.
3. The enclosure of claim 1, wherein the product holding surface is substantially transparent.
4. The enclosure of claim 1, wiierein the product holding surface is made of one or more of plastic and glass.
5. The enclosure of claim 1, wherein the product holding surface includes a product barrier.
6. The enclosure of claim 5, wherein the product barrier comprises one or more of an incline, a ledge, a ridge, and a wall.
7. The enclosure of claim 1, wiierein the first portion of the housing is above the product holding surface and the second portion of the housing is below the product holding surface.
8. A system for assessing products, the system comprising:
an enclosure, wherein the enclosure includes:
a housing, wherein the housing includes a door configured to allow placement of a product within the housing;
a product holding surface, wherein the product holding surface is located within the housing, and wherein the product holding surface is configured to support the product;
a first image capture device, wherein the first image capture device is located within the housing, and wherein the first image capture device is configured to capture an image of the product from a first perspective; and a lighting element, wherein the lighting element is located within the housing, and wherein the lighting element is configured to provide lighting with the housing;
a controller device, wherein the controller device is communicatively coupled to the first image capture device and the lighting element, and wherein the controller device includes: a user input device, wherein the user input device is configured to receive an execution command; and
a control circuit, wherein the control circuit is configured to:
receive, from the user input device, the execution command;
in response to receipt of the execution command, control the first image capture device and the lighting element; and
transmit, to a remote processing system, an image of the product captured by the first image capture device;
the remote processing system, wherein the remote processing system is communicatively coupled to the controller device, and wherein the remote processing system is configured to:
receive, from the controller device, the image of the product captured by the first image capture device; and
perform, based on the image of the product captured by the first image capture device, an analysis on the product
9. The system of claim 8, wherein the first image capture device is on a first side of the product holding surface, and further comprising:
a second image capture device, wherein the second image capture device is located on a second side of the product holding surface, and wherein the second image capture device is configured to capture an image of the product from a second perspective, and wherein the image of the product from the second perspective is captured through the product holding surface;
wherein the control circuit is further configured to:
transmit, to the remote processing system, an image of the product captured by the second image capture device.
10. The system of claim 9, wherein the product holding surface is substantially transparent.
11. The system of claim 10, wherein the product holding surface is made of one or more of plastic and glass.
12. The system of claim 8, wherein the product holding surface includes a product barrier.
13. The system of claim 12, wherein the product barrier comprises one or more of an incline, a ledge, a ridge, and a wall.
14. A method for assessing products, the method comprising:
receiving, in an enclosure, a product, wherein the enclosure includes a product holding surface that creates a first portion of the enclosure and a second portion of the enclosure, a first image capture device located in the first portion of the enclosure and second image capture device located in a second portion of the enclosure, wherein the first image capture device is configured to capture an image of the product from a first perspective, wherein the second image capture device is configured to capture an image of the product from a second perspective, and wherein the image of the product from the second perspective is captured through the product holding surface;
receiving, via a controller device, an execution command;
causing, by the controller device, the first image capture device to capture the image of the product from the first perspective;
causing, by the controller device, the second image capture device to capture the image of the product from the second perspective; and
transmitting, by the controller device to a remote processing system for analysis, the image of the product from the first perspective and the image of the product from the second perspective.
15. The method of claim 14, wherein the product holding surface is substantially transparent.
16. The method of claim 14, wherein the product holding surface is made of one or more of plastic and glass.
17. The method of claim 14, wherein the product holding surface includes a product barrier.
18. The method of claim 17, wherein the product barrier comprises one or more of an incline, a ledge, a ridge, and a wall.
19. The method of claim 14, wherein the first portion of the housing is above the product holding surface and the second portion of the housing is below the product holding surface.
20. The method of claim 14, wherein the product holding surface is moveable within the enclosure.
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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
SE2450639A1 (en) * 2024-06-12 2025-12-13 Gigascan Tech Ab Modular light panel system arranged in a light box for geometric dimensioning and tolerancing analysis of an object
SE2450640A1 (en) * 2024-06-12 2025-12-13 Gigascan Tech Ab Lighting fixture for a light box used for geometric dimensioning and tolerancing analysis of an object
SE2450638A1 (en) * 2024-06-12 2025-12-13 Gigascan Tech Ab Light box and method for geometric dimensioning and tolerancing analysis of an object

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116629743A (en) 2017-05-23 2023-08-22 沃尔玛阿波罗有限责任公司 Automated Inspection System
US11448632B2 (en) 2018-03-19 2022-09-20 Walmart Apollo, Llc System and method for the determination of produce shelf life
US11393082B2 (en) 2018-07-26 2022-07-19 Walmart Apollo, Llc System and method for produce detection and classification
US11715059B2 (en) 2018-10-12 2023-08-01 Walmart Apollo, Llc Systems and methods for condition compliance
WO2020106332A1 (en) 2018-11-20 2020-05-28 Walmart Apollo, Llc Systems and methods for assessing products
WO2021092263A1 (en) 2019-11-05 2021-05-14 Strong Force Vcn Portfolio 2019, Llc Control tower and enterprise management platform for value chain networks
US20210133669A1 (en) 2019-11-05 2021-05-06 Strong Force Vcn Portfolio 2019, Llc Control tower and enterprise management platform with robotic process automation layer to automate actions for subset of applications benefitting value chain network entities
AU2020379834A1 (en) * 2019-11-05 2022-06-09 Strong Force Vcn Portfolio 2019, Llc Control tower and enterprise management platform for value chain networks
US20230172127A1 (en) * 2021-12-02 2023-06-08 Haier Us Appliance Solutions, Inc. Plant growing appliance with a camera
US12175476B2 (en) 2022-01-31 2024-12-24 Walmart Apollo, Llc Systems and methods for assessing quality of retail products

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060096303A1 (en) * 2004-11-10 2006-05-11 Kavounas Gregory T Home refrigerator systems imaging their interior and methods
WO2008016309A1 (en) * 2006-08-04 2008-02-07 Sinvent As Multi-modal machine-vision quality inspection of food products
US20100111354A1 (en) * 2007-04-03 2010-05-06 Opal Producers Australia Limited Apparatus and methods for assessment, evaluation and grading of gemstones
CN204989059U (en) * 2015-08-27 2016-01-20 金莉 Be suitable for image processing device that fruit detected
US20180168054A1 (en) * 2016-12-08 2018-06-14 Cooper Technologies Company Illuminated viewing systems for enclosures

Family Cites Families (318)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4750197A (en) 1986-11-10 1988-06-07 Denekamp Mark L Integrated cargo security system
GB2256708A (en) 1991-06-11 1992-12-16 Sumitomo Heavy Industries Object sorter using neural network
US5369995A (en) 1993-04-21 1994-12-06 Rutgers, The State University Of New Jersey Humidity sensor
US7157048B2 (en) 1993-05-19 2007-01-02 Sira Technologies, Inc. Detection of contaminants
US5835012A (en) 1997-06-18 1998-11-10 Wilk Patent Development Corporation Protective device for storage and transport containers
KR960029785A (en) 1995-01-24 1996-08-17 구자홍 Gas sensor
US5671362A (en) 1995-04-04 1997-09-23 Cowe; Alan B. Materials monitoring systems, materials management systems and related methods
US5774053A (en) 1996-05-02 1998-06-30 Porter; David Storage device for the delivery and pickup of goods
US5791497A (en) 1996-05-08 1998-08-11 Src Vision, Inc. Method of separating fruit or vegetable products
US5969325A (en) 1996-06-03 1999-10-19 Accu-Sort Systems, Inc. High speed image acquisition system and method of processing and decoding barcode symbol
GB9709840D0 (en) 1997-05-15 1997-07-09 Sinclair Int Ltd Assessment of the condition of fruit and vegetables
US6085576A (en) 1998-03-20 2000-07-11 Cyrano Sciences, Inc. Handheld sensing apparatus
AUPP686398A0 (en) 1998-10-30 1998-11-26 Richardson, Donald G. A method of recording the temperature of perishable products in cold chain distribution
US6204763B1 (en) 1999-03-22 2001-03-20 Jujitsu Limited Household consumable item automatic replenishment system including intelligent refrigerator
US6882434B1 (en) * 1999-04-20 2005-04-19 Formax, Inc. Automated product profiling apparatus and product slicing system using same
US7271720B2 (en) 2002-11-18 2007-09-18 Joseph Tabe Homeland intelligent systems technology “H-LIST”
AU5330200A (en) 1999-06-18 2001-01-09 Michigan State University Method and apparatus for the detection of volatile products in a sample
WO2001023256A2 (en) 1999-09-29 2001-04-05 Alvaro Motta Marins Costa Method for the monitoring of storage temperature-time conditions of a product and temperature-time indicating device for storage conditions
US6294997B1 (en) 1999-10-04 2001-09-25 Intermec Ip Corp. RFID tag having timing and environment modules
US6296187B1 (en) 1999-11-12 2001-10-02 Psc Inc. CCD-based bar code scanner
US6624752B2 (en) 1999-11-15 2003-09-23 Bluetags A/S Object detection system
US20010045449A1 (en) 2000-01-31 2001-11-29 Shannon Bruce L. Internet delivery lock box
US6512577B1 (en) 2000-03-13 2003-01-28 Richard M. Ozanich Apparatus and method for measuring and correlating characteristics of fruit with visible/near infra-red spectrum
JP3587120B2 (en) 2000-03-15 2004-11-10 日本電気株式会社 Questionnaire response analysis system
US7065501B1 (en) 2000-04-28 2006-06-20 International Business Machines Corporation Managing home inventory
US6965871B1 (en) 2000-05-08 2005-11-15 International Business Machines Corporation Method and apparatus to enable consumer replenishment shopping by expiration date
US6767732B2 (en) 2000-06-12 2004-07-27 Board Of Trustees Of Michigan State University Method and apparatus for the detection of volatile products in a sample
US6285282B1 (en) 2000-09-05 2001-09-04 Motorola, Inc. System and apparatus for detecting and communicating a freshness of a perishable product
US6600418B2 (en) 2000-12-12 2003-07-29 3M Innovative Properties Company Object tracking and management system and method using radio-frequency identification tags
US7221668B2 (en) 2000-12-22 2007-05-22 Terahop Networks, Inc. Communications within population of wireless transceivers based on common designation
JP2002195971A (en) 2000-12-26 2002-07-10 Matsushita Refrig Co Ltd Refrigerator
JP4793770B2 (en) 2001-01-05 2011-10-12 株式会社ナベル Eggshell surface state detection method and eggshell surface state detection apparatus using this method
US6725180B2 (en) 2001-01-12 2004-04-20 Ingersoll-Rand Company Environmental monitoring system
WO2002066344A1 (en) 2001-02-20 2002-08-29 United States Postal Service Universal delivery and collection box unit (udcbu)
US8112303B2 (en) 2001-02-28 2012-02-07 Digonex Technologies, Inc. Digital online exchange for pricing items to exhaust inventory by an expiration time
US20040210099A1 (en) 2001-03-08 2004-10-21 Seimei Shiratori Ethylene gas adsorbent, method of controlling ethylene gas concentration and ethylene gas sensor
US20020147649A1 (en) 2001-04-04 2002-10-10 White Daniel F. System and method of managing time-sensitive items
US6497367B2 (en) 2001-04-26 2002-12-24 International Business Machines Corporation Providing a location and item identification data to visually impaired shoppers in a site having barcode labels
US6549135B2 (en) 2001-05-03 2003-04-15 Emerson Retail Services Inc. Food-quality and shelf-life predicting method and system
US20050061877A1 (en) 2001-05-21 2005-03-24 John Stevens System and method for unattended delivery
US6970100B2 (en) 2001-07-05 2005-11-29 Long Range Systems, Inc. Temperature tag and system for monitoring, recording, and reporting temperature readings
US7212955B2 (en) 2001-08-16 2007-05-01 Hewlett-Packard Development Company, L.P. Consumer product status monitoring
US8255235B2 (en) 2001-09-07 2012-08-28 United States Postal Service Item tracking and anticipated delivery confirmation system method
US20030088442A1 (en) 2001-10-23 2003-05-08 Michael Martin W. Inventory management system and method
FI20012243L (en) 2001-11-19 2003-05-20 Valtion Teknillinen Food and pharmaceutical packaging freshness sensor based on RF remote reading technology
US7260438B2 (en) 2001-11-20 2007-08-21 Touchsensor Technologies, Llc Intelligent shelving system
CA2469699C (en) 2001-12-21 2016-01-19 Accenture Global Services Gmbh Delivery of goods to electronic storage lockers
US7084769B2 (en) 2002-01-09 2006-08-01 Vue Technology, Inc. Intelligent station using multiple RF antennae and inventory control system and method incorporating same
US7027958B2 (en) 2002-02-27 2006-04-11 Emerson Retail Services Inc. Food quality and safety model for refrigerated food
CN1640095A (en) 2002-04-08 2005-07-13 三菱电机株式会社 Data transmission device and data transmission method
US20030214387A1 (en) 2002-05-20 2003-11-20 Giaccherini Thomas Nello Inventory & location system
CA2387106A1 (en) 2002-05-21 2003-11-21 Information Mediary Corporation Method for measuring temperature using a remote, passive, calibrated rf/rfid tag including a method for calibration
US8994546B2 (en) 2002-06-11 2015-03-31 Intelligent Technologies International, Inc. Remote monitoring of material storage containers
US8354927B2 (en) 2002-06-11 2013-01-15 Intelligent Technologies International, Inc. Shipping container monitoring based on door status
US6779722B1 (en) 2002-06-28 2004-08-24 Ncr Corporation System and method for updating a database of weights at a self-checkout terminal
US7057495B2 (en) 2002-10-17 2006-06-06 Paksense, Llc Perishable product electronic label including time and temperature measurement
US7248147B2 (en) 2002-10-17 2007-07-24 Paksense, Llc Perishable product electronic label including time and temperature measurement
US6982640B2 (en) 2002-11-21 2006-01-03 Kimberly-Clark Worldwide, Inc. RFID system and method for tracking food freshness
US20040154739A1 (en) 2003-02-07 2004-08-12 Shanahan John M. Perishable food labeler
EP1604175A2 (en) 2003-03-10 2005-12-14 Sensor Wireless Incorporated Apparatus for detecting and reporting environmental conditions in bulk processing and handling of goods
US7019640B2 (en) 2003-05-19 2006-03-28 Raytheon Company Sensor suite and communication system for cargo monitoring and identification
US7835885B2 (en) 2003-05-29 2010-11-16 Israel Ben-Tzur Pre and post-harvest QC data acquisition system for agricultural products
US20080067227A1 (en) 2003-06-09 2008-03-20 Poss James A Eletrically-powered programmable package deposit enclosure
DE10328537B4 (en) 2003-06-24 2015-03-26 Pixargus Gmbh Apparatus and method for measuring the dimension of a body
WO2005008437A2 (en) 2003-07-11 2005-01-27 Rf Code, Inc. System, method and computer program product for monitoring inventory
US20070050271A1 (en) 2003-07-11 2007-03-01 Rf Code, Inc. Presence, pattern and weight sensor surface
TW200516333A (en) 2003-07-24 2005-05-16 Koninkl Philips Electronics Nv Robust position detection for a multi-stroke electronic brush display
WO2005024794A2 (en) 2003-09-05 2005-03-17 Sensitech Inc. Automated identification of anomalous conditions in supply chain processes
BRPI0414495A (en) 2003-09-17 2006-11-14 Cryolog S A process and device to determine if a product is in a state of use or consumption
JP2005112499A (en) 2003-10-03 2005-04-28 Hitachi Ltd Remaining article inventory management ordering system and article ordering management system using the same
US7148803B2 (en) 2003-10-24 2006-12-12 Symbol Technologies, Inc. Radio frequency identification (RFID) based sensor networks
US6987452B2 (en) 2003-11-13 2006-01-17 Sunney Yang iBOX with home delivery auto-receipt system
US20070076779A1 (en) 2003-11-20 2007-04-05 Dietrich Haarer Method and system for determining the condition of a time-temperature indicator
US9835498B2 (en) 2003-11-20 2017-12-05 Freshpoint Quality Assurance Ltd. Method and system for determining the condition of a time-temperature indicator
US7149658B2 (en) 2004-02-02 2006-12-12 United Parcel Service Of America, Inc. Systems and methods for transporting a product using an environmental sensor
US7792711B2 (en) 2004-02-03 2010-09-07 Rtc Industries, Inc. System for inventory management
US20060071774A1 (en) 2004-02-26 2006-04-06 Brown Katherine A Item monitoring system and methods using an item monitoring system
US7343315B2 (en) 2004-03-08 2008-03-11 Sap Aktiengesellschaft System and method of efficient scheduling and processing of purchase orders
US20050203790A1 (en) 2004-03-09 2005-09-15 Cohen Robert M. Computerized, rule-based, store-specific retail merchandising
WO2005088494A1 (en) 2004-03-11 2005-09-22 Universität St. Gallen Hochschule für Wirtschafts-, Rechts- und Sozialwissenschaften (HSG) Stocking system and method for managing stocking
US20050222889A1 (en) 2004-03-31 2005-10-06 Chris Lai Method and system for facility management
US20050228712A1 (en) 2004-04-08 2005-10-13 International Business Machines Corporation Systems and methods for improving audits
US7495558B2 (en) 2004-04-27 2009-02-24 Infratab, Inc. Shelf-life monitoring sensor-transponder system
US7536278B2 (en) 2004-05-27 2009-05-19 International Electronic Machines Corporation Inspection method, system, and program product
US7004621B2 (en) 2004-06-17 2006-02-28 Cryovac, Inc. Method of monitoring temperature exposure
JP2006023963A (en) 2004-07-07 2006-01-26 Fujitsu Ltd Wireless IC tag reader / writer, wireless IC tag system, and wireless IC tag data writing method
US7273172B2 (en) 2004-07-14 2007-09-25 United Parcel Service Of America, Inc. Methods and systems for automating inventory and dispatch procedures at a staging area
US7287694B2 (en) 2004-08-25 2007-10-30 International Business Machines Corporation Method and system for context-based automated product identification and verification
US20060080819A1 (en) 2004-09-14 2006-04-20 Mcallister Clarke W Systems and methods for deployment and recycling of RFID tags, wireless sensors, and the containers attached thereto
CA2626467A1 (en) 2004-10-18 2006-04-27 Foodcap International Limited Apparatus and methods for processing and distribution of perishable food products
DE102004053426A1 (en) 2004-11-05 2006-05-11 Ott, Reinhold, Waterloo Sensor device, monitoring system and method for operating a monitoring system for monitoring a product
US7701900B2 (en) 2005-02-03 2010-04-20 Control4 Corporation Device discovery and channel selection in a wireless networking environment
US7978060B2 (en) 2005-02-14 2011-07-12 Inteligistics, Inc. Identification system
US7455225B1 (en) 2005-02-22 2008-11-25 Sabioso, Inc. Method and system for monitoring and controlling goods while in transit
JP4484732B2 (en) 2005-03-02 2010-06-16 株式会社日立製作所 Biological tissue transport apparatus and transport method
US7769221B1 (en) 2005-03-10 2010-08-03 Amazon Technologies, Inc. System and method for visual verification of item processing
US7372003B2 (en) 2005-03-22 2008-05-13 Lawrence Kates System and method for monitoring food
US7271724B2 (en) 2005-03-28 2007-09-18 Accenture Global Services Gmbh Interfering smart shelf
US20080001752A1 (en) 2005-04-21 2008-01-03 Skyetek, Inc. System and method for securing rfid tags
US7543741B2 (en) 2005-06-13 2009-06-09 Robert Lovett System, method and program product for credit card transaction validation
US7347361B2 (en) 2005-06-13 2008-03-25 Robert Lovett System, method and program product for account transaction validation
US7810720B2 (en) 2005-06-13 2010-10-12 Robert Lovett Account payment using barcode information exchange
KR20080034021A (en) 2005-08-05 2008-04-17 화이자 프로덕츠 인크. Automatic batch manufacturing
ITMO20050211A1 (en) 2005-08-10 2007-02-11 Univ Bologna Alma Mater METHOD AND APPARATUS FOR DETERMINING THE QUALITY OF FRUIT AND VEGETABLE PRODUCTS
US20070067177A1 (en) 2005-08-31 2007-03-22 Temptime Corporation Quality assurance system and methods of use
US7434989B2 (en) 2005-09-07 2008-10-14 Applied Sensor Research & Development Corporation SAW temperature sensor and system
US20070067203A1 (en) 2005-09-21 2007-03-22 Sukenik Gil System for data collection from a point of sale
WO2007052208A1 (en) 2005-10-31 2007-05-10 Arcelik Anonim Sirketi A refrigerator
US8988223B2 (en) 2005-12-09 2015-03-24 Tego Inc. RFID drive management facility
US8279065B2 (en) 2005-12-09 2012-10-02 Tego Inc. Methods and systems of a multiple radio frequency network node RFID tag
CN1789992A (en) 2005-12-15 2006-06-21 云南大学 Non-destructive detection method for egg freshness by using electromagnetic wave resonant cavity
US8306871B2 (en) 2006-02-27 2012-11-06 Trace Produce, LLC Methods and systems for readily accessing commodity information
US7757947B2 (en) 2006-03-17 2010-07-20 Siemens Aktiengesellschaft R.F.I.D. enabled storage bin and method for tracking inventory
US20070221727A1 (en) 2006-03-21 2007-09-27 Siemens Corporate Research, Inc. System and Method For Determining Product Shelf Life
NL1031823C2 (en) 2006-05-16 2007-11-20 Staalkat Internat B V Detection of open fractures in eggs.
US7796038B2 (en) 2006-06-12 2010-09-14 Intelleflex Corporation RFID sensor tag with manual modes and functions
US7560013B2 (en) 2006-06-20 2009-07-14 Fluid Analytics, Inc. Tree fruit postharvest chemical sensor
WO2008006153A1 (en) 2006-07-11 2008-01-17 Paul Nigel Brockwell Medical indicator method and device
US7487913B2 (en) 2006-07-12 2009-02-10 International Business Machines Corporation Method and system for reducing waste due to product spoilage within a grocery environment
US7673464B2 (en) 2006-08-25 2010-03-09 International Business Machines Corporation Method and apparatus for temperature based placement of an item within a storage unit
US20080052201A1 (en) 2006-08-25 2008-02-28 William Kress Bodin Method and apparatus for tracking usage of an item within a storage unit using location sensors
US20080073431A1 (en) 2006-09-25 2008-03-27 W5 Networks, Inc. Sensor monitoring, logging, and alerting via display enabled wireless devices for retail applications
WO2008052203A2 (en) 2006-10-26 2008-05-02 Loadstar Sensors, Inc. Capacitive sensor based inventory control
US20080103944A1 (en) 2006-10-30 2008-05-01 Mobile Logistics Management L.L.C. Intelligent Pallet
US7434724B2 (en) 2006-12-22 2008-10-14 Welch Allyn, Inc. Dynamic barcode for displaying medical data
US8097111B2 (en) 2007-02-02 2012-01-17 Avery Dennison Corporation Method and apparatus for encoding labels
EP2156369B1 (en) 2007-05-06 2015-09-02 Varcode Ltd. A system and method for quality management utilizing barcode indicators
BRPI0812102A2 (en) 2007-05-25 2014-11-25 Hussmann Corp SUPPLY CHAIN MANAGEMENT SYSTEM
US7967201B2 (en) 2007-07-30 2011-06-28 Bowlus Mitchell D Method and system to improve product recalls
US8627116B2 (en) 2007-08-07 2014-01-07 Maxim Integrated Products, Inc. Power conservation in an intrusion detection system
US20090058644A1 (en) 2007-08-31 2009-03-05 French John R System and method for reducing inventory shrink
US20090083054A1 (en) 2007-09-20 2009-03-26 Sing Chi Koo Process to determine the authenticity context and quality context of products
JP4389989B2 (en) 2007-09-25 2009-12-24 山富電機株式会社 Bar code reader with integrated sensor such as temperature
US20090112767A1 (en) 2007-10-25 2009-04-30 Ayman Hammad Escrow system and method
US8239244B2 (en) 2007-11-30 2012-08-07 Sap Ag System and method for transaction log cleansing and aggregation
US8203603B2 (en) 2008-01-23 2012-06-19 Georgia Tech Research Corporation Augmented reality industrial overline systems and methods
US8102101B2 (en) 2008-01-25 2012-01-24 University Of South Carolina Piezoelectric sensors
US20090261974A1 (en) 2008-01-29 2009-10-22 Clear-View-Technologies, Inc System for wirelessly monitoring inventory in the dispensing of items
WO2009095919A2 (en) 2008-01-31 2009-08-06 Stepac L.A. Ltd. Perishable lifetime management system and method
US20090271243A1 (en) 2008-04-25 2009-10-29 Btsafety Llc. System and method of providing product quality and safety
US20110301903A1 (en) 2008-05-15 2011-12-08 Nxp B.V. Sensor calibration in an rfid tag
JP5043755B2 (en) 2008-06-05 2012-10-10 住友化学株式会社 Resin material inspection device and program
US8143997B2 (en) 2008-06-30 2012-03-27 International Business Machines Corporation System for self-service checkout inventory control
US20100006646A1 (en) 2008-07-08 2010-01-14 Stiller Craig R Home grocery inventory system
US8284056B2 (en) 2008-07-10 2012-10-09 Mctigue Annette Cote Product management system and method of managing product at a location
WO2010009441A2 (en) 2008-07-18 2010-01-21 Segan Industries, Inc. Co-topo-polymeric compositions, devices and systems for controlling threshold and delay activation sensitivities
US8947234B2 (en) 2008-09-02 2015-02-03 International Business Machines Corporation Transient state information display in an RFID tag
US7954712B2 (en) 2008-09-12 2011-06-07 Transparent Visibility Holdings, LLC Product, asset, and device tracking, identification, and pricing system
US20100101317A1 (en) 2008-10-23 2010-04-29 Whirlpool Corporation Lid based amount sensor
US8325036B1 (en) 2008-11-06 2012-12-04 Target Brands, Inc. In stock analytic monitoring
US20100138281A1 (en) 2008-11-12 2010-06-03 Yinying Zhang System and method for retail store shelf stock monitoring, predicting, and reporting
CN201314907Y (en) 2008-12-08 2009-09-23 浙江大学 Detection device for eggshell crack and freshness of eggs
US8994508B2 (en) 2008-12-11 2015-03-31 Intelleflex Corporation Inclusive or exclusive RFID tag interrogation and query round
US20100253504A1 (en) 2009-04-03 2010-10-07 Lliteras Anthony J Method for wirelessly monitoring the presence or absence of one or more persons and associated person monitoring system
US8412590B2 (en) 2009-04-13 2013-04-02 Nintendo Co., Ltd. In-store wireless shopping network using hand-held devices
US8682760B2 (en) 2009-05-20 2014-03-25 U.S. Bank National Association Methods and devices for savings participation
JP5648050B2 (en) 2009-06-16 2015-01-07 バーント インターナショナル リミテッド Two-dimensional and three-dimensional position detection system and sensor
US9031990B2 (en) 2009-08-11 2015-05-12 Q2 Management Inc. Data processing system for manufacturing quality inspection management system
CN101670898B (en) 2009-09-14 2011-04-13 刘学武 Tray
US20160239794A9 (en) 2009-09-21 2016-08-18 Checkpoint Systems, Inc. Retail product tracking system, method, and apparatus
US8508367B2 (en) 2009-09-21 2013-08-13 Checkpoint Systems, Inc. Configurable monitoring device
WO2011069190A1 (en) 2009-12-07 2011-06-16 Bluechiip Pty Ltd Sample storage and monitoring system
US8803970B2 (en) 2009-12-31 2014-08-12 Honeywell International Inc. Combined real-time data and live video system
US9224120B2 (en) 2010-04-20 2015-12-29 Temptime Corporation Computing systems and methods for electronically indicating the acceptability of a product
US8271837B2 (en) 2010-06-07 2012-09-18 Salesforce.Com, Inc. Performing asynchronous testing of an application occasionally connected to an online services system
US20120101876A1 (en) 2010-10-21 2012-04-26 S. C. Johnson, Inc. Method of managing household product inventory
US8870453B2 (en) 2010-11-09 2014-10-28 Shockwatch, Inc. System, method and computer program product for monitoring temperature
US8519848B2 (en) 2010-12-22 2013-08-27 Symbol Technologies, Inc. RFID-based inventory monitoring systems and methods with self-adjusting operational parameters
US9727838B2 (en) 2011-03-17 2017-08-08 Triangle Strategy Group, LLC On-shelf tracking system
US8447665B1 (en) 2011-03-30 2013-05-21 Amazon Technologies, Inc. Removal of expiring items from inventory
US8718672B2 (en) 2011-04-18 2014-05-06 Microsoft Corporation Identifying status based on heterogeneous sensors
JP2013068547A (en) 2011-09-22 2013-04-18 Toshiba Corp Moisture sensor
CN202306566U (en) 2011-10-21 2012-07-04 天津科技大学 Electronic tag environment parameter recording device for fresh preservation of fruits and vegetables
GB2497516A (en) 2011-12-05 2013-06-19 Univ Lincoln Generating training data for automation of image analysis
DE202012000569U1 (en) 2012-01-20 2013-04-23 Seuffer Gmbh & Co.Kg Sensor device for detecting liquid properties
US9109943B2 (en) 2012-02-17 2015-08-18 Qualcomm Incorporated Weight-sensing surfaces with wireless communication for inventory tracking
WO2013138333A1 (en) 2012-03-12 2013-09-19 Numerex Corp. System and method of on-shelf inventory management
US20150048938A1 (en) 2012-03-19 2015-02-19 Inovia Limited Expiration of product monitoring & indicating circuit
FR2988936B1 (en) 2012-03-30 2019-05-24 Biolog-id CONTAINER QUALIFICATION METHOD, ASSOCIATED STORAGE ENCLOSURE
US20130282522A1 (en) 2012-04-20 2013-10-24 University Of Florida Research Foundation, Inc. Real-time digital inventory systems and methods
US9010653B2 (en) 2012-05-03 2015-04-21 Ananya Rajagopal Erasable barcode
NO20120607A1 (en) 2012-05-23 2013-11-25 Pointmedia As Display unit with Pointmdeia technology; Point media device - PE
US20150338846A1 (en) 2012-07-12 2015-11-26 Gestion Phitophe Inc. A method and system for quality inspection within a multi layer manufacturing lifecycle
US9838651B2 (en) 2012-08-10 2017-12-05 Logitech Europe S.A. Wireless video camera and connection methods including multiple video or audio streams
US9514323B2 (en) 2012-08-30 2016-12-06 Intelleflex Corporation RFID system with segmented RFID data ownership
CN102930649A (en) 2012-09-12 2013-02-13 安徽燕之坊食品有限公司 Retail terminal data acquiring and analyzing system for marketing bulk food
WO2014059048A1 (en) 2012-10-09 2014-04-17 Infratab, Inc. Inference electronic shelf life dating system for perishables
US8626193B1 (en) 2012-10-30 2014-01-07 Onasset Intelligence, Inc. Method and apparatus for tracking a transported item while accommodating communication gaps
US9779379B2 (en) 2012-11-05 2017-10-03 Spireon, Inc. Container verification through an electrical receptacle and plug associated with a container and a transport vehicle of an intermodal freight transport system
WO2014078860A1 (en) 2012-11-19 2014-05-22 Omnicell, Inc. Storage cabinet with multiple rfid readers
US9699447B2 (en) 2012-11-26 2017-07-04 Frito-Lay North America, Inc. Calibration of a dynamic digital imaging system for detecting defects in production stream
US9014434B2 (en) 2012-11-26 2015-04-21 Frito-Lay North America, Inc. Method for scoring and controlling quality of food products in a dynamic production line
US20160307040A1 (en) 2012-12-19 2016-10-20 Alan Shulman Systems and Methods of Using Labels for Evaluation of Produce and Other Foods
US20140180953A1 (en) 2012-12-20 2014-06-26 Purfresh, Inc. Methods and systems for controlled distribution of perishable goods
SG11201505404PA (en) 2013-01-11 2015-08-28 Tagnetics Inc Out of stock sensor
US20160048798A1 (en) 2013-01-11 2016-02-18 Tagnetics, Inc. Inventory sensor
US9030295B2 (en) 2013-02-21 2015-05-12 International Business Machines Corporation RFID tag with environmental sensor
US10386827B2 (en) 2013-03-04 2019-08-20 Fisher-Rosemount Systems, Inc. Distributed industrial performance monitoring and analytics platform
US9443217B2 (en) 2013-03-05 2016-09-13 Accenture Global Services Limited Manufacturing quality inspection and analytics system
JP6498866B2 (en) * 2013-03-12 2019-04-10 東芝ライフスタイル株式会社 Refrigerator, camera device
EP2973525A4 (en) 2013-03-13 2017-06-07 T-Ink, Inc. Automatic sensing methods and devices for inventory control
US9349238B2 (en) 2013-03-13 2016-05-24 Pantry Retail, Inc. Vending kit and method
US20140284239A1 (en) 2013-03-19 2014-09-25 Jeffrey S. Melcher Method for perishable food or item in a container with a container storage technology
US10127523B2 (en) 2013-03-20 2018-11-13 Lifetime Brands, Inc. Method and apparatus for mobile quality management inspections
US9098825B2 (en) 2013-03-26 2015-08-04 Leonard Bashkin Storage container with inventory control
CN203275285U (en) 2013-04-12 2013-11-06 浙江大学 Rice quality online nondestructive testing device based on hyperspectral imaging
CA2813285A1 (en) 2013-04-18 2014-10-18 Bluenica Corporation Sensing device and method to monitor perishable goods
WO2014179623A1 (en) 2013-05-01 2014-11-06 Corder Thomas E Intelligent reconfigurable locker system
US10268983B2 (en) 2013-06-26 2019-04-23 Amazon Technologies, Inc. Detecting item interaction and movement
CN203306566U (en) 2013-06-28 2013-11-27 成都欣领航科技有限公司 Feed mechanism
CN103543703A (en) 2013-07-17 2014-01-29 中国海洋石油总公司 Real-time food freshness monitor and monitoring method thereof
DE102013011987B4 (en) 2013-07-18 2019-06-27 Rieber AG Method of monitoring and documenting the temperature of a perishable food
EP2835078B1 (en) 2013-08-09 2018-01-17 Cottner Technologies Limited Locker for a delivery or collection system.
EP2853889B1 (en) 2013-09-26 2016-03-02 ams International AG Integrated circuit with CO2 sensor, composition and manufacturing method of such an IC
US20180096175A1 (en) 2016-10-01 2018-04-05 James L. Schmeling Blockchain Enabled Packaging
US20150102903A1 (en) 2013-10-11 2015-04-16 Wal-Mart Stores, Inc. Secure Delivery Receptacle
WO2015061429A1 (en) 2013-10-22 2015-04-30 Tagnetics, Inc. Temperature sensor for retail environments
CN103593746A (en) 2013-10-24 2014-02-19 浙江求是人工环境有限公司 Cold-chain logistics management device with shelf life prediction function, method thereof and application thereof
US9350734B1 (en) 2013-11-01 2016-05-24 Sprint Spectrum L.P. Method and system for managing a flood of data-connection requests
CA2929131C (en) 2013-11-03 2023-11-07 SteadyServ Technologies, LLC Draft beer supply chain systems and methods
US9366483B2 (en) 2013-11-27 2016-06-14 Tokitac LLC Temperature-controlled container systems for use within a refrigeration device
US8989053B1 (en) 2013-11-29 2015-03-24 Fedex Corporate Services, Inc. Association management in a wireless node network
US11030571B2 (en) 2013-12-20 2021-06-08 Ebay Inc. Managed inventory
WO2015100390A1 (en) 2013-12-23 2015-07-02 Parcel Pending Smart locker system and method of parcel delivery
US9557224B2 (en) 2014-01-08 2017-01-31 University Of Florida Research Foundation, Incorporated Monitoring system for perishable or temperature-sensitive product transportation and storage
DE102014101901B4 (en) * 2014-02-14 2015-10-15 Asm Assembly Systems Gmbh & Co. Kg Optical measurement of a component with structural features present on opposite sides
GB2512502B (en) 2014-02-25 2015-03-11 Cambridge Silicon Radio Ltd Device authentication
JP6499430B2 (en) 2014-02-28 2019-04-10 パナソニック株式会社 Freshness information output method, freshness information output device, control program
US10453023B2 (en) 2014-05-28 2019-10-22 Fedex Corporate Services, Inc. Methods and node apparatus for adaptive node communication within a wireless node network
JP6707470B2 (en) 2014-06-03 2020-06-10 ゼスト・ラブズ・インコーポレイテッドZest Labs, Inc. Intelligent routing codes to improve product distribution
GB201409860D0 (en) 2014-06-03 2014-07-16 Pakstaite Solveiga Bio-reactive food expiry label
CN104036354A (en) 2014-06-12 2014-09-10 江苏农牧科技职业学院 Agricultural product quality safety supervision system and method for APP
US20160026032A1 (en) 2014-07-23 2016-01-28 Chad B. Moore ELECTRONIC SHELF (eShelf)
US9477962B2 (en) 2014-07-30 2016-10-25 Disney Enterprises, Inc. Monitoring food products
CN204010264U (en) 2014-08-21 2014-12-10 湖北师范学院 A kind of novel domestic food anti-metamorphic intelligent reminding device
US9454749B2 (en) 2014-08-28 2016-09-27 International Business Machines Corporation Communication of configuration using an encoded visual representation
US9794165B1 (en) 2014-09-29 2017-10-17 Juniper Networks, Inc. Batched path computation in resource-constrained networks
US9244147B1 (en) 2014-10-22 2016-01-26 Google Inc. Automated package delivery to a delivery receptacle
US9524648B1 (en) 2014-11-17 2016-12-20 Amazon Technologies, Inc. Countermeasures for threats to an uncrewed autonomous vehicle
CA3225524A1 (en) 2014-11-21 2016-05-26 Deliveright Logistics, Inc. Delivery management systems and methods for zero-inventory distribution
US9886799B2 (en) 2014-11-22 2018-02-06 TrueLite Trace, Inc. Real-time cargo condition management system and method based on remote real-time vehicle OBD monitoring
US9449208B2 (en) 2014-12-03 2016-09-20 Paypal, Inc. Compartmentalized smart refrigerator with automated item management
US9824298B1 (en) 2014-12-15 2017-11-21 Amazon Technologies, Inc. Prediction and detection of produce quality
US9569944B2 (en) 2014-12-23 2017-02-14 Trapeze Software Ulc Method and system for state-based power management of asset tracking systems for non-statutory assets
US20160189087A1 (en) 2014-12-30 2016-06-30 Hand Held Products, Inc,. Cargo Apportionment Techniques
WO2016109563A1 (en) 2014-12-31 2016-07-07 Wal-Mart Stores, Inc. System and method for monitoring gas emission of perishable products
US20160203591A1 (en) 2015-01-09 2016-07-14 Umm Al-Qura University System and process for monitoring the quality of food in a refrigerator
US10956856B2 (en) * 2015-01-23 2021-03-23 Samsung Electronics Co., Ltd. Object recognition for a storage structure
US11238397B2 (en) 2015-02-09 2022-02-01 Fedex Corporate Services, Inc. Methods, apparatus, and systems for generating a corrective pickup notification for a shipped item using a mobile master node
US10060798B1 (en) 2015-02-13 2018-08-28 Daniel Riscalla Systems and methods for logging temperatures of food products
MX388130B (en) 2015-03-02 2025-03-19 Locus Solutions Llc SYSTEMS AND METHODS FOR MONITORING TRANSPORTED ITEMS.
JP6783789B2 (en) 2015-03-30 2020-11-11 ゼスト・ラブズ・インコーポレイテッドZest Labs, Inc. Actively managed food delivery
CN104749329A (en) 2015-04-13 2015-07-01 天津商业大学 Calculation method for remaining shelf life of fruits and vegetables
CN204514846U (en) 2015-04-15 2015-07-29 陕西理工学院 Food spoilage detects sound broadcasting device
US10360617B2 (en) 2015-04-24 2019-07-23 Walmart Apollo, Llc Automated shopping apparatus and method in response to consumption
JP6086455B2 (en) 2015-05-27 2017-03-01 株式会社ニレコ Fruit and vegetable sorting device and fruit and vegetable sorting method
US20160350756A1 (en) 2015-05-29 2016-12-01 Telecommunication Systems, Inc. Consumer return of defective products via mobile device photograph submission
US20160350715A1 (en) 2015-05-29 2016-12-01 Eugenio Minvielle Nutrition Based Food System and Method
US20180143131A1 (en) 2015-06-04 2018-05-24 Korea Food Research Institute Package damage inspection device
DE102015111033A1 (en) 2015-07-08 2017-01-12 Deutsche Post Ag Device and method for flexible collection and / or delivery of a shipment
US20170039194A1 (en) 2015-08-03 2017-02-09 EDCO Health Information Soultions, Inc. System and method for bundling digitized electronic records
US10474987B2 (en) 2015-08-05 2019-11-12 Whirlpool Corporation Object recognition system for an appliance and method for managing household inventory of consumables
AU2016309963A1 (en) 2015-08-19 2018-04-12 Chester Ip Pty Ltd Secure delivery storage method and system
US9740892B2 (en) 2015-08-26 2017-08-22 Blackberry Limited Method and system for asset tracking in an enterprise environment
US9766114B2 (en) 2015-08-26 2017-09-19 R.J. Reynolds Tobacco Company Capsule object inspection system and associated method
WO2017040492A1 (en) 2015-09-01 2017-03-09 Wal-Mart Stores, Inc. Method and apparatus to automatically facilitate changes to a fresh produce display
JP2017058146A (en) 2015-09-14 2017-03-23 三菱電機株式会社 Life estimation circuit and semiconductor device using the same
US10853760B2 (en) 2015-10-23 2020-12-01 Moshe Mizrahi System and method for reducing wastage of fresh produce in retail stores
US10458812B2 (en) 2015-10-30 2019-10-29 Invensense, Inc. Sensor output configuration
US20170164773A1 (en) 2015-12-10 2017-06-15 Mark Wirtz Electronic Mailbox System
CN105444504B (en) 2015-12-10 2018-07-03 黄信开 It is a kind of can classification monitoring intelligent refrigerator
US10285433B2 (en) 2016-01-21 2019-05-14 R.J. Reynolds Tobacco Company Capsule object rupture testing system and associated method
US20170255901A1 (en) 2016-03-02 2017-09-07 International Business Machines Corporation Geospatial Database for Maintaining Produce Quality
US10281200B2 (en) 2016-03-14 2019-05-07 Amazon Technologies, Inc. Image-based spoilage sensing refrigerator
US10373472B2 (en) 2016-03-14 2019-08-06 Amazon Technologies, Inc. Scent-based spoilage sensing refrigerator
CN108780538A (en) 2016-03-23 2018-11-09 联邦快递服务公司 Systems, devices and methods for self-adjusting broadcast settings of nodes in a network of wireless nodes
US10114103B2 (en) 2016-03-31 2018-10-30 Uber Technologies, Inc. System and method for sensor triggering for synchronized operation
US10817824B2 (en) 2016-04-01 2020-10-27 Otter Products, Llc Parcel box
US20170300984A1 (en) 2016-04-19 2017-10-19 Agalmic Inc. Platform for prediction of consumption and re-ordering of goods
US10466111B2 (en) 2016-05-05 2019-11-05 Walmart Apollo, Llc Systems and methods for monitoring temperature or movement of merchandise
CA3023983A1 (en) 2016-05-16 2017-11-23 Walmart Apollo, Llc Systems and methods for monitoring the condition of merchandise loaded on a delivery vehicle
WO2017205349A1 (en) 2016-05-27 2017-11-30 Wal-Mart Stores, Inc. Systems and methods for arranging sensors to monitor merchandise conditions at or near shelves
US20180039853A1 (en) 2016-08-02 2018-02-08 Mitsubishi Electric Research Laboratories, Inc. Object Detection System and Object Detection Method
US20180045700A1 (en) 2016-08-15 2018-02-15 Wal-Mart Stores, Inc. Perishable Food Detection System
CN106408173A (en) 2016-08-30 2017-02-15 邱霓 Quality random inspection execution process supervision system
CA3034397A1 (en) 2016-09-19 2018-03-22 Wal-Mart Stores, Inc. Secure enclosure system and associated methods
US10546162B1 (en) 2016-09-22 2020-01-28 Impinj, Inc. User-filtered RFID inventory
US10187593B2 (en) 2016-09-27 2019-01-22 Rxsafe Llc Verification system for a pharmacy packaging system
CN115097937B (en) 2016-11-15 2025-04-29 奇跃公司 Deep learning system for cuboid detection
CN106600286A (en) 2016-11-18 2017-04-26 安徽拾穗谷生态科技有限公司 Variable quick response code based whole-course credible tracing-back system for quality safety of agricultural product
US11151679B2 (en) 2016-11-22 2021-10-19 Walmart Apollo, Llc Systems and methods for monitoring packaging quality issues
US10360494B2 (en) 2016-11-30 2019-07-23 Altumview Systems Inc. Convolutional neural network (CNN) system based on resolution-limited small-scale CNN modules
KR102881595B1 (en) 2016-12-22 2025-11-06 삼성전자주식회사 Convolutional neural network system and operation method thererof
US10324439B2 (en) 2017-01-07 2019-06-18 International Business Machines Corporation Food freshness management
US10591306B2 (en) 2017-01-12 2020-03-17 Walmart Apollo, Llc Systems and methods for delivery vehicle monitoring
US20180211208A1 (en) 2017-01-20 2018-07-26 Wal-Mart Stores, Inc. Systems and methods for monitoring home inventory
US20180217118A1 (en) 2017-02-01 2018-08-02 Wal-Mart Stores, Inc. System and method for determining product perishability
US20180315011A1 (en) 2017-02-23 2018-11-01 John Clarke Limited Spatial Digital Directory with Physical Navigation for Optimizing Smart Carts
EP4044083B1 (en) 2017-02-24 2023-09-13 Walmart Apollo, Llc Inventory management system and method
US20180270631A1 (en) 2017-03-16 2018-09-20 Walmart Apollo, Llc Object Identification Detection System
EP3388987A1 (en) 2017-04-12 2018-10-17 Deutsche Post AG Support for the storage and location of objects in a storage facility
CN108771530B (en) 2017-05-04 2021-03-30 深圳硅基智能科技有限公司 Fundus lesion screening system based on deep neural network
CN116629743A (en) 2017-05-23 2023-08-22 沃尔玛阿波罗有限责任公司 Automated Inspection System
US10089556B1 (en) 2017-06-12 2018-10-02 Konica Minolta Laboratory U.S.A., Inc. Self-attention deep neural network for action recognition in surveillance videos
KR102425578B1 (en) 2017-08-08 2022-07-26 삼성전자주식회사 Method and apparatus for recognizing an object
US10565708B2 (en) 2017-09-06 2020-02-18 International Business Machines Corporation Disease detection algorithms trainable with small number of positive samples
US10223610B1 (en) 2017-10-15 2019-03-05 International Business Machines Corporation System and method for detection and classification of findings in images
US20190147396A1 (en) 2017-11-10 2019-05-16 Walmart Apollo, Llc Predicting shelf life based on item specific metrics
CN107703269B (en) 2017-11-21 2019-11-05 中国农业大学 Monitoring device and method towards fruits and vegetables Cold Chain Logistics respiratory rate
US10101328B1 (en) 2017-12-29 2018-10-16 Clear Labs, Inc. Detection of microorganisms in food samples and food processing facilities
JP7100984B2 (en) 2018-01-24 2022-07-14 周平 原 Storage device
US11448632B2 (en) 2018-03-19 2022-09-20 Walmart Apollo, Llc System and method for the determination of produce shelf life
US10452959B1 (en) 2018-07-20 2019-10-22 Synapse Tehnology Corporation Multi-perspective detection of objects
US11393082B2 (en) 2018-07-26 2022-07-19 Walmart Apollo, Llc System and method for produce detection and classification
US11715059B2 (en) 2018-10-12 2023-08-01 Walmart Apollo, Llc Systems and methods for condition compliance
EP3857508B1 (en) 2018-11-16 2024-12-18 Align Technology, Inc. Machine based three-dimensional (3d) object defect detection
WO2020106332A1 (en) 2018-11-20 2020-05-28 Walmart Apollo, Llc Systems and methods for assessing products
US11987717B2 (en) 2020-07-10 2024-05-21 The Research Foundation For The State University Of New York Air-stable conductive ink

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060096303A1 (en) * 2004-11-10 2006-05-11 Kavounas Gregory T Home refrigerator systems imaging their interior and methods
WO2008016309A1 (en) * 2006-08-04 2008-02-07 Sinvent As Multi-modal machine-vision quality inspection of food products
US20100111354A1 (en) * 2007-04-03 2010-05-06 Opal Producers Australia Limited Apparatus and methods for assessment, evaluation and grading of gemstones
CN204989059U (en) * 2015-08-27 2016-01-20 金莉 Be suitable for image processing device that fruit detected
US20180168054A1 (en) * 2016-12-08 2018-06-14 Cooper Technologies Company Illuminated viewing systems for enclosures

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
SE2450639A1 (en) * 2024-06-12 2025-12-13 Gigascan Tech Ab Modular light panel system arranged in a light box for geometric dimensioning and tolerancing analysis of an object
SE2450640A1 (en) * 2024-06-12 2025-12-13 Gigascan Tech Ab Lighting fixture for a light box used for geometric dimensioning and tolerancing analysis of an object
SE2450638A1 (en) * 2024-06-12 2025-12-13 Gigascan Tech Ab Light box and method for geometric dimensioning and tolerancing analysis of an object
WO2025259167A1 (en) * 2024-06-12 2025-12-18 Gigascan Technologies Ab Modular light panel system arranged in a light box for geometric dimensioning and tolerancing analysis of an object
WO2025259166A1 (en) * 2024-06-12 2025-12-18 Gigascan Technologies Ab Light box and method for geometric dimensioning and tolerancing analysis of an object
WO2025259168A1 (en) * 2024-06-12 2025-12-18 Gigascan Technologies Ab Lighting fixture for a light box used for geometric dimensioning and tolerancing analysis of an object

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