mhurhangee/patent-ind-claim-en huggingface dataset:
Method for convolutional neural network-based detection of objects in an image of a recording unit , the method comprising the steps: - recording an image , in particular an image of an external environment of a vehicle , using a recording unit arranged on the vehicle , - localizing an object region within the image using a region proposal method , - classifying an object within the object region , wherein - the region proposal method and classification are integrated into the convolutional neural network, and - external prior information , which accentuates a possible object region and thus leads to the possible object region being more likely to be localized as an object region by the region proposal method, is fed to the convolutional neural network, wherein the prior information is information concerning properties of objects and/or properties of object-associated environments within the image , which are generated by means of an external sensor or fixedly predetermined, wherein at least one piece of the prior information is location information for an object to be detected, wherein the method is characterized in that - the prior information is inserted into at least one layer of the convolutional neural network, and the region proposal method for locating the object region is supplied to the at least one layer containing the prior information or - the prior information is directly supplied to the region proposal method for localizing the object region . - recording an image , in particular an image of an external environment of a vehicle , using a recording unit arranged on the vehicle , - localizing an object region within the image using a region proposal method , - classifying an object within the object region , wherein - the region proposal method and classification are integrated into the convolutional neural network, and - external prior information , which accentuates a possible object region and thus leads to the possible object region being more likely to be localized as an object region by the region proposal method, is fed to the convolutional neural network, wherein the prior information is information concerning properties of objects and/or properties of object-associated environments within the image , which are generated by means of an external sensor or fixedly predetermined, wherein at least one piece of the prior information is location information for an object to be detected, wherein the method is characterized in that - the prior information is inserted into at least one layer of the convolutional neural network, and the region proposal method for locating the object region is supplied to the at least one layer containing the prior information or - the prior information is directly supplied to the region proposal method for localizing the object region .
Hybrid sealing ring for a sealing arrangement , comprising a support ring for mechanically stabilizing the hybrid sealing ring , and a slide ring for sliding on a valve member, the support ring and the slide ring being sealingly interconnected, characterized in that the slide ring comprises polyvinylidene fluoride (PVDF) and/or polytetrafluoroethylene (PTFE), and in that the support ring comprises one of the plastics polyphenylene sulfide (PPS), polyphthalamide (PPA), polyamide (PA) or a thermoset. a support ring for mechanically stabilizing the hybrid sealing ring , and a slide ring for sliding on a valve member, the support ring and the slide ring being sealingly interconnected, characterized in that the slide ring comprises polyvinylidene fluoride (PVDF) and/or polytetrafluoroethylene (PTFE), and in that the support ring comprises one of the plastics polyphenylene sulfide (PPS), polyphthalamide (PPA), polyamide (PA) or a thermoset.
A cutting tool having a tool holder body (14;14';14") having a shank portion (12;12') and a head portion (13;13'); an indexable cutting insert in a cutting insert seat comprising; a first convex wall (19;19';19") and a second convex wall and at least one bottom surface (16;16';16"), at which the cutting insert is supposed to abut, the cutting insert having a cutting edge and a clearance surface, wherein the convex walls are constituted by separate pins (21, 23; 21', 23'; 21", 23"), which are perpendicular or substantially perpendicular to each other when seen in a side view, wherein the first convex wall is constituted by a first pin (21; 21'; 21") that is adapted to present a line of contact in relation to the cutting insert (20;20';20") that is parallel or substantially parallel to the at least one bottom surface (16;16';16"), and the second convex wall is constituted by a second pin (23; 23'; 23") characterised in that the second pin (23; 23', 23") is adapted to present a line of contact in relation to the cutting insert that is non-perpendicular to the at least one bottom surface, and in that the second convex wall is situated below the cutting edge, wherein the second pin (23;23';23") protrudes from the bottom surface a distance that is smaller than a height (H) of the cutting insert.
A process for producing a biomass-derived rheology modifier from cellulosic biomass, said process comprising: (a) providing a feedstock comprising cellulosic biomass; (b) digesting said feedstock with a reaction solution including steam and/or hot water in a digestor under effective reaction conditions to produce a digested stream containing cellulose-rich solids, hemicellulose oligomers, and lignin; (c) refining said cellulose-rich solids in a first high-intensity refining unit, thereby generating refined cellulose solids; (d) washing said refined cellulose solids following step (c), and/or washing said digested stream prior to step (c) followed by said refining, thereby generating washed refined cellulose solids; (e) gelling said washed refined cellulose solids in a second high-intensity refining unit, thereby generating gelled cellulose solids; and (f) homogenizing said gelled cellulose solids in a high-shear homogenizer, thereby generating a biomass-derived rheology modifier. (a) providing a feedstock comprising cellulosic biomass; (b) digesting said feedstock with a reaction solution including steam and/or hot water in a digestor under effective reaction conditions to produce a digested stream containing cellulose-rich solids, hemicellulose oligomers, and lignin; (c) refining said cellulose-rich solids in a first high-intensity refining unit, thereby generating refined cellulose solids; (d) washing said refined cellulose solids following step (c), and/or washing said digested stream prior to step (c) followed by said refining, thereby generating washed refined cellulose solids; (e) gelling said washed refined cellulose solids in a second high-intensity refining unit, thereby generating gelled cellulose solids; and (f) homogenizing said gelled cellulose solids in a high-shear homogenizer, thereby generating a biomass-derived rheology modifier.
Booster stage circuit for a power amplifier comprising an electrical connector configured to receive an external power supply as input, a first switch , the first switch having a first side and a second side, a second switch , the second switch having a first side and a second side, a capacitor , the capacitor having a first side and a second side, the capacitor being directly connected at the first side thereof to the first side of the first switch and at the second side thereof to the first side of the second switch , wherein each of the first switch and the second switch is adapted to operate at a switching frequency of >20 kHz, wherein the second side of each of the first switch and of the second switch are directly connected to the electrical connector , and wherein in a boost mode the first switch is in an open status and the second switch is in a closed status, and wherein in a base mode the first switch is in a closed status and the second switch is in an open status, an inductor at one side directly connected to (i) the second side of the capacitor , and (ii) with the first side of the second switch and at the other side (iii) directly connected with a ground, wherein the at least one inductor has an inductance of 1μH to 20H, control inputs of the first and second switch are adapted for receiving control input from a controller for operating the first switch and the second switch , respectively, wherein the output voltage of the booster circuit is provided at the first side of the capacitor , and optionally the controller for operating the first and second switch . an electrical connector configured to receive an external power supply as input, a first switch , the first switch having a first side and a second side, a second switch , the second switch having a first side and a second side, a capacitor , the capacitor having a first side and a second side, the capacitor being directly connected at the first side thereof to the first side of the first switch and at the second side thereof to the first side of the second switch , wherein each of the first switch and the second switch is adapted to operate at a switching frequency of >20 kHz, wherein the second side of each of the first switch and of the second switch are directly connected to the electrical connector , and wherein in a boost mode the first switch is in an open status and the second switch is in a closed status, and wherein in a base mode the first switch is in a closed status and the second switch is in an open status, an inductor at one side directly connected to (i) the second side of the capacitor , and (ii) with the first side of the second switch and at the other side (iii) directly connected with a ground, wherein the at least one inductor has an inductance of 1μH to 20H, control inputs of the first and second switch are adapted for receiving control input from a controller for operating the first switch and the second switch , respectively, wherein the output voltage of the booster circuit is provided at the first side of the capacitor , and optionally the controller for operating the first and second switch .
A device for treating subcutaneous lipid-rich cells of a subject , comprising: a rigid portion including a thermal conductor having an inside surface and an outside surface positioned opposite the inside surface ; and a flexible portion having an inner surface defining an interior cavity into which a vacuum is capable of being drawn to draw the subject's tissue into the interior cavity, an outer surface positioned opposite the inner surface , and a cutout extending between the inner and outer surfaces (102; 104); and wherein the thermal conductor is positioned in the cutout , and wherein the flexible and rigid portions (100; 200) define a body, wherein the body has - an interior surface including the inside surface of the thermal conductor of the rigid portion and the inner surface of the flexible portion ; and an exterior surface including the outside surface of the thermal conductor of the rigid portion and the outer surface of the flexible portion . a rigid portion including a thermal conductor having an inside surface and an outside surface positioned opposite the inside surface ; and a flexible portion having an inner surface defining an interior cavity into which a vacuum is capable of being drawn to draw the subject's tissue into the interior cavity, an outer surface positioned opposite the inner surface , and a cutout extending between the inner and outer surfaces (102; 104); and wherein the thermal conductor is positioned in the cutout , and wherein the flexible and rigid portions (100; 200) define a body, wherein the body has - an interior surface including the inside surface of the thermal conductor of the rigid portion and the inner surface of the flexible portion ; and an exterior surface including the outside surface of the thermal conductor of the rigid portion and the outer surface of the flexible portion . an interior surface including the inside surface of the thermal conductor of the rigid portion and the inner surface of the flexible portion ; and an exterior surface including the outside surface of the thermal conductor of the rigid portion and the outer surface of the flexible portion .
Method for producing a layer composite comprising a plastic film and at least one layer which is deposited directly on the plastic film by means of chemical vapour deposition within a vacuum chamber and which has a proportion of at least 20 percent by mass of a metallic element or a semiconductor element, wherein, during the layer deposition, at least one monomer is admitted into the vacuum chamber and a plasma is formed within the vacuum chamber , characterized in that , after layer deposition has been effected, the layer, at least in a surface region, is exposed to accelerated electrons, with an energy dose of at least 100 kJ/m 2 .
A computer-implemented method of analyzing a biological sample from a female subject pregnant with a fetus, the biological sample including cell-free DNA molecules from the female subject and the fetus, the method comprising: analyzing the cell-free DNA molecules from the biological sample, wherein analyzing a cell-free DNA molecule includes: determining a location of the cell-free DNA molecule in a genome of the fetus or the female subject; and determining whether the cell-free DNA molecule is methylated at one or more sites; for each of the one or more sites: determining a respective number of cell-free DNA molecules that are methylated at the site; calculating a measured methylation level of cell-free DNA molecules in the biological sample based on the respective numbers of cell-free DNA molecules methylated at the one or more sites; obtaining one or more calibration data points, wherein each calibration data point specifies a gestational age corresponding to a calibration methylation level, and wherein the one or more calibration data points are determined from a plurality of calibration samples obtained during pregnancy with known gestational ages and including cell-free DNA molecules; comparing the measured methylation level to a calibration methylation level of at least one calibration data point; and estimating a gestational age of the fetus based on the comparing. analyzing the cell-free DNA molecules from the biological sample, wherein analyzing a cell-free DNA molecule includes: determining a location of the cell-free DNA molecule in a genome of the fetus or the female subject; and determining whether the cell-free DNA molecule is methylated at one or more sites; determining a location of the cell-free DNA molecule in a genome of the fetus or the female subject; and determining whether the cell-free DNA molecule is methylated at one or more sites; for each of the one or more sites: determining a respective number of cell-free DNA molecules that are methylated at the site; calculating a measured methylation level of cell-free DNA molecules in the biological sample based on the respective numbers of cell-free DNA molecules methylated at the one or more sites; obtaining one or more calibration data points, wherein each calibration data point specifies a gestational age corresponding to a calibration methylation level, and wherein the one or more calibration data points are determined from a plurality of calibration samples obtained during pregnancy with known gestational ages and including cell-free DNA molecules; comparing the measured methylation level to a calibration methylation level of at least one calibration data point; and estimating a gestational age of the fetus based on the comparing.
A windscreen assembly for a vehicle, the assembly comprising a windscreen , the windscreen comprising an upper edge , two side edges and a lower edge , the assembly comprising a first air injection system , the first air injection system extending along the upper edge of the windscreen , the first air injection system being arranged to blow air towards the lower edge , characterised in that the assembly comprises a heating network , the heating network being adapted to heat said windscreen , and the assembly comprises a second air injection system extending along the two side edges of the windscreen, the second air injection system being arranged to blow air towards the lower edge , the direction of the air blown by the second air injection system forming an angle with the lower edge of between 30° and 60°.
Door check assembly for a vehicle door , comprising a first door check part which contains a body mounting part designed for mounting the first door check part to a body of the vehicle and a second door check part which contains a door mounting part designed for mounting the second door check part to the door of the vehicle, wherein the first door check part comprises a first disk part and the second door check part comprises a second disk part , wherein the first disk part is pivotally connected to the second disk part about a common center axis of the first and second disk part , wherein the first disk part and the second disk part are spring loaded against each other in the direction of the common center axis, wherein the first disk part has indentations as latching marks and the second disk part has a rotationally fixed pin which is moved into the indentations during a pivoting movement between the first and second disk part during opening or closing of the vehicle door , wherein the first disk part is non-rotatably mounted to the body mounting part , characterized in that the pin is oriented diagonally with respect to the direction of the common center axis, wherein the second door check part contains an elongated link member , wherein a first end of the link member is pivotally connected to the second disk part and the second end of the link member , opposite the first end of the link member, is pivotally connected to the door mounting part .
A method for facilitating wireless communication, comprising: receiving, by a base station distributed unit, DU, a User Equipment, UE context modification request from a base station centralized unit, CU, via an F1 interface, characterized by the UE context modification request comprising CU to DU Radio Resource Control, RRC, information that includes information about a user equipment, UE, the information related to the UE comprising UE assistance information, or sidelink information that includes at least one of a destination identity, a frequency of interest, service Quality of Service, QoS information, or a communication type; transmitting, from the base station DU to the base station CU, a UE context modification response via the F1 interface, wherein the UE context modification response includes DU to CU RRC information indicating sidelink resource configuration for the UE; and wherein prior to receiving the UE context modification request: receiving, by the base station DU from the base station CU a UE context setup request that includes PC5 Quality of Service, QoS, information and CU part sidelink bearer configuration; and transmitting, from the base station DU to the base station CU, a UE context setup response indicating DU part sidelink bearer configuration. receiving, by a base station distributed unit, DU, a User Equipment, UE context modification request from a base station centralized unit, CU, via an F1 interface, characterized by the UE context modification request comprising CU to DU Radio Resource Control, RRC, information that includes information about a user equipment, UE, the information related to the UE comprising UE assistance information, or sidelink information that includes at least one of a destination identity, a frequency of interest, service Quality of Service, QoS information, or a communication type; transmitting, from the base station DU to the base station CU, a UE context modification response via the F1 interface, wherein the UE context modification response includes DU to CU RRC information indicating sidelink resource configuration for the UE; and wherein prior to receiving the UE context modification request: receiving, by the base station DU from the base station CU a UE context setup request that includes PC5 Quality of Service, QoS, information and CU part sidelink bearer configuration; and transmitting, from the base station DU to the base station CU, a UE context setup response indicating DU part sidelink bearer configuration. receiving, by the base station DU from the base station CU a UE context setup request that includes PC5 Quality of Service, QoS, information and CU part sidelink bearer configuration; and transmitting, from the base station DU to the base station CU, a UE context setup response indicating DU part sidelink bearer configuration.
A discharge system for controlling the discharge of a load through an outlet in a hopper , whereby the discharge system comprises; a cover comprising a first side door (D1) and an opposing second side door (D2), whereby the opposing side doors (D) are rotatable between an open position, where the outlet is substantially open and a closed position where the outlet is substantially closed; actuating means for driving the first side door and second side door (D1, D2) between the open position and the closed position; a first spillage barrier rotatably mountable to a first end edge of the outlet (EE1), characterised in that the first spillage barrier is slidably coupled to the first side door and the second side door; whereby, the first spillage barrier is driven to slide along the first side door and second side door and thereby rotate between a projected position and a retracted position as the first door and second door are driven to rotate by the actuating means between the open position and the closed position respectively.
A core shell particle comprising: a core which contains a Group 13 element and a Group 15 element; a first shell which covers at least a part of a surface of the core; and a second shell which covers at least a part of the first shell, wherein the molar ratio of the Group 13 element contained in the core to the Group 15 element contained in the entirety of the core shell particle, which is acquired using X-ray photoelectron spectroscopy analysis, is greater than 2.2. a core which contains a Group 13 element and a Group 15 element; a first shell which covers at least a part of a surface of the core; and a second shell which covers at least a part of the first shell, wherein the molar ratio of the Group 13 element contained in the core to the Group 15 element contained in the entirety of the core shell particle, which is acquired using X-ray photoelectron spectroscopy analysis, is greater than 2.2.