Abstract: A method includes receiving image frames of an inventory. The method includes locating a control point used to determine a spatial search in the image frames and detecting, by a machine learning model, a plurality of storage units in the spatial search. Each storage unit is associated with a unit type from a plurality of unit types. The method includes calculating a storage unit count from a plurality of storage unit counts and for each unit type from the plurality of unit types from the plurality of storage units detected based on depth analysis. Each storage unit count includes a total number of storage units associated with each unit type. The method includes determining a restock status of each unit type based on the storage unit count for each unit type, and automatically generating a replenish request based on the restock status.

Abstract: A method includes receiving image frames of an inventory. The method includes locating a control point used to determine a spatial search in the image frames and detecting, by a machine learning model, a plurality of storage units in the spatial search. Each storage unit is associated with a unit type from a plurality of unit types. The method includes calculating a storage unit count from a plurality of storage unit counts and for each unit type from the plurality of unit types from the plurality of storage units detected based on depth analysis. Each storage unit count includes a total number of storage units associated with each unit type. The method includes determining a restock status of each unit type based on the storage unit count for each unit type, and automatically generating a replenish request based on the restock status.

Abstract: A method includes receiving image frames of an inventory. The method includes locating a control point used to determine a spatial search in the image frames and detecting, by a machine learning model, a plurality of storage units in the spatial search. Each storage unit is associated with a unit type from a plurality of unit types. The method includes calculating a storage unit count from a plurality of storage unit counts and for each unit type from the plurality of unit types from the plurality of storage units detected based on depth analysis. Each storage unit count includes a total number of storage units associated with each unit type. The method includes determining a restock status of each unit type based on the storage unit count for each unit type, and automatically generating a replenish request based on the restock status.

Abstract: Methods and systems for improved identification and matching of devices are presented. In one embodiment, a method is provided that includes receiving a first audio transmission that contains a first unique identifier. The first audio transmission may be received from a first computing device. It may be determined that the first unique identifier is associated with the first computing device and that the first computing device is associated with a request. At least a portion of the request may be processed.

Abstract: A downhole tool for use in completing a well includes a plug body selectively securable to a wellbore at a desired elevation and having a flowbore. A non-dissolvable flow restrictor is operably disposed in the flowbore and operates to restrict fluid flow through the flowbore, and a time-dissolvable retainer or spacer is operably coupled to the flow restrictor to retain the flow restrictor in a first position within the flowbore. The retainer is dissolvable within a predetermined passage of time to release the flow restrictor to move between the first position and a second position within the flowbore to control the flow of fluid through the downhole tool.

Abstract: A downhole tool or plug includes a mandrel with an element, a slip ring, and a cone pressable between an upper push sleeve assembly and a lower anvil. The upper push sleeve assembly including a lock ring having one or more interior teeth on an interior of the lock ring. A mandrel sleeve is at least partially received within a recess in the mandrel and affixed with respect to the mandrel, and has one or more exterior teeth on an exterior of the mandrel sleeve.

Abstract: A plug for a pipe in an oil or gas well includes a packer, a slip ring and a cone disposable on a mandrel and pressed between an upper push sleeve and a lower anvil on the mandrel. The plug can be field configurable with a frac plug kit, a bridge plug kit and a soluble insert plug kit. A pair of concentric locking rings is disposed between the push sleeve and the mandrel with an outer annular cone with an outer conical shape tapered upwardly and inwardly.

Abstract: A polymer-based coating includes nickel nanostrands dispersed within a polymer, and a pigment that is conductive or semi-conductive dispersed in the polymer.

Abstract: A downhole tool for use in completing a well includes a plug body selectively securable to a wellbore at a desired elevation and having a flowbore. A non-dissolvable flow restrictor is operably disposed in the flowbore and operates to restrict fluid flow through the flowbore, and a time-dissolvable retainer or spacer is operably coupled to the flow restrictor to retain the flow restrictor in a first position within the flowbore. The retainer is dissolvable within a predetermined passage of time to release the flow restrictor to move between the first position and a second position within the flowbore to control the flow of fluid through the downhole tool.

Abstract: A switch for switching packets includes a port card which receives packets from and sends packets to a network. The switch includes fabrics connected to the port card which switch the packets. Each fabric has a memory mechanism. Each fabric has a mechanism for determining a length of each packet received by the fabric and placing a length indicator with the packet so when the packet is stored in the memory mechanism, the determining mechanism can identify from the length indicator how long the packet is and where the packet ends in the memory. A method for switching packets having a length includes the steps of receiving a packet at a port card of a switch. Then there is the step of sending fragments of the packet to fabrics of the switch. Next there is the step of receiving the fragments of the packet at the fabrics of the switch. Then there is the step of measuring the length of the packet at each fabric from the fragments of the packet received at each fabric.

Abstract: A candelabra for securely supporting a candle in an upright position includes a lower support platform and an upper support platform mounted above said lower support platform. The upper support platform includes a plurality of apertures for receiving a candlestick. The lower support platform includes a plurality of indentions each aligned with a corresponding aperture on the upper support platform. A candle may be securely supported in an upright position by inserting the lower end of the candlestick through the aperture on the upper support platform and subsequently into the indention on the lower support platform. The upper and lower support platforms are connected with removably attached brace members allowing the device to be easily disassembled.