mhurhangee/ep-ind-claims huggingface dataset:
A method for training a neural network model used for image processing, applied to an electronic device, the method comprising: obtaining (S202, S302) a plurality of video frames that are adjacent in time; processing (S204, S304) each of the plurality of video frames through the neural network model so that the neural network model outputs an intermediate image corresponding to the respective video frame; obtaining (S206, S306) optical flow information of change from an early video frame to a later video frame in the plurality of video frames that are adjacent in time, wherein the early video frame is earlier in time than the later video frame; obtaining (S208, S308) an image by changing an intermediate image corresponding to the early video frame according to the optical flow information; obtaining (S210, S310) a time loss between an intermediate image corresponding to the later video frame and the obtained image; obtaining (S212, S312) a feature loss between each of the intermediate images corresponding to a respective one of the plurality of video frames that are adjacent in time and a target feature image; and adjusting (S214, S314, S316, S318) the neural network model according to the time loss and all the feature losses, and returning (S214, S320, S322) to the act of obtaining a plurality of video frames that are adjacent in time to continue training until the neural network model satisfies a training finishing condition. obtaining (S202, S302) a plurality of video frames that are adjacent in time; processing (S204, S304) each of the plurality of video frames through the neural network model so that the neural network model outputs an intermediate image corresponding to the respective video frame; obtaining (S206, S306) optical flow information of change from an early video frame to a later video frame in the plurality of video frames that are adjacent in time, wherein the early video frame is earlier in time than the later video frame; obtaining (S208, S308) an image by changing an intermediate image corresponding to the early video frame according to the optical flow information; obtaining (S210, S310) a time loss between an intermediate image corresponding to the later video frame and the obtained image; obtaining (S212, S312) a feature loss between each of the intermediate images corresponding to a respective one of the plurality of video frames that are adjacent in time and a target feature image; and adjusting (S214, S314, S316, S318) the neural network model according to the time loss and all the feature losses, and returning (S214, S320, S322) to the act of obtaining a plurality of video frames that are adjacent in time to continue training until the neural network model satisfies a training finishing condition.
An in vitro method of obtaining immunosuppressive mesenchymal stem cells comprising: determining the amount of TNF-α receptor Type I expressed by the mesenchymal stem cells in each of at least one cell population(s) including mesenchymal stem cells obtained from at least one donor; and selecting a population of mesenchymal stem cells expressing TNF-α receptor Type I in an amount of at least 13 pg/10 6 cells. determining the amount of TNF-α receptor Type I expressed by the mesenchymal stem cells in each of at least one cell population(s) including mesenchymal stem cells obtained from at least one donor; and selecting a population of mesenchymal stem cells expressing TNF-α receptor Type I in an amount of at least 13 pg/10 6 cells.
A method comprising: establishing a context policy enforcement engine on a mobile computing device; receiving, from a requesting entity, a request for context information related to a user of the mobile computing device; retrieving context policy data with the context policy enforcement engine, the context policy data defining a set of rules for responding to context requests; determining a level of specificity of a context characteristic for a context parameter associated with the requested context information as a function of the context policy data and an identity of the requesting entity, wherein the context policy data defines a rule based on one of a context parameter associated with the user, the requested context information and a location of the user at the time of receiving the request for context information, the requested context information and the time of day at which the request for context information is received, or the requested context information and an activity of the user; retrieving context data identified by the determined level of specificity of the context characteristic for the context parameter associated with the requested context information; and responding to the request for context information with the retrieved context data. establishing a context policy enforcement engine on a mobile computing device; receiving, from a requesting entity, a request for context information related to a user of the mobile computing device; retrieving context policy data with the context policy enforcement engine, the context policy data defining a set of rules for responding to context requests; determining a level of specificity of a context characteristic for a context parameter associated with the requested context information as a function of the context policy data and an identity of the requesting entity, wherein the context policy data defines a rule based on one of a context parameter associated with the user, the requested context information and a location of the user at the time of receiving the request for context information, the requested context information and the time of day at which the request for context information is received, or the requested context information and an activity of the user; a context parameter associated with the user, the requested context information and a location of the user at the time of receiving the request for context information, the requested context information and the time of day at which the request for context information is received, or the requested context information and an activity of the user; retrieving context data identified by the determined level of specificity of the context characteristic for the context parameter associated with the requested context information; and responding to the request for context information with the retrieved context data.
A circuit comprising: a voltage source; a light-emitting diode having a minimal intensity level associated therewith, the minimal intensity level being correlated to an LED set-point temperature; a thermal sensor in proximity to the LED and adapted to sense a temperature proximal to the LED; a current regulator interoperably coupled to the voltage source, the thermal sensor, and the LED; wherein, in response to a sensed temperature greater than the pre-defined LED set-point temperature, current supplied to the LED is increased and wherein an LED illumination intensity is not less than the minimal intensity level at the increased current level. a voltage source; a light-emitting diode having a minimal intensity level associated therewith, the minimal intensity level being correlated to an LED set-point temperature; a thermal sensor in proximity to the LED and adapted to sense a temperature proximal to the LED; a current regulator interoperably coupled to the voltage source, the thermal sensor, and the LED; wherein, in response to a sensed temperature greater than the pre-defined LED set-point temperature, current supplied to the LED is increased and wherein an LED illumination intensity is not less than the minimal intensity level at the increased current level.
A wound dressing comprising: a mesh formed from a plurality of biodegradable polymer fibers; a first active agent dispersed in the biodegradable polymer fibers, wherein the first active agent comprises a growth factor; a plurality of biodegradable polymer particles disposed in the mesh; and a second active agent dispersed in the biodegradable polymer particles, wherein the second active agent comprises a growth factor. a mesh formed from a plurality of biodegradable polymer fibers; a first active agent dispersed in the biodegradable polymer fibers, wherein the first active agent comprises a growth factor; a plurality of biodegradable polymer particles disposed in the mesh; and a second active agent dispersed in the biodegradable polymer particles, wherein the second active agent comprises a growth factor.
A pharmaceutical composition for use in the treatment of adult T-cell leukemia or lung cancer lacking TDP1 expression, said composition comprising abacavir or a pharmaceutically acceptable salt, solvate, ester or salt of the ester thereof as an active ingredient.
Device for playing pole soccer, comprising - a skittle, such as a substantially pole-like skittle; - a support for supporting the skittle on a ground surface, wherein - the support has a cross-section of more than 30 cm, and in particular between 50 cm and 100 cm; - a connection for connecting the skittle to the support, wherein i. the connection between the skittle and the support provides at least one stable position in which the skittle extends substantially perpendicularly to the support; and wherein ii. the connection is adjustable for the purpose of determining, subject to the setting, a moment, force or torque with which the skittle can be forced out of the at least one stable position; - a skittle, such as a substantially pole-like skittle; - a support for supporting the skittle on a ground surface, - the support has a cross-section of more than 30 cm, and in particular between 50 cm and 100 cm; - a connection for connecting the skittle to the support, wherein i. the connection between the skittle and the support provides at least one stable position in which the skittle extends substantially perpendicularly to the support; and wherein ii. the connection is adjustable for the purpose of determining, subject to the setting, a moment, force or torque with which the skittle can be forced out of the at least one stable position; i. the connection between the skittle and the support provides at least one stable position in which the skittle extends substantially perpendicularly to the support; and wherein ii. the connection is adjustable for the purpose of determining, subject to the setting, a moment, force or torque with which the skittle can be forced out of the at least one stable position;
Battery cell comprising: a housing, and a safety valve having a valve cover for venting the battery cell, wherein the safety valve has a plurality of material weak points which are formed in a wall of the housing, and the valve cover is formed by the housing wall, wherein the material weak points at least partially surround the valve cover, characterized in that the material weak points are formed at a distance from one another, wherein the distance between the centres of adjacent material weak points is less than 5 mm, preferably between 0.4-0.7 mm, and further preferably between 0.5-0.6 mm. a housing, and a safety valve having a valve cover for venting the battery cell, wherein the safety valve has a plurality of material weak points which are formed in a wall of the housing, and the valve cover is formed by the housing wall, wherein the material weak points at least partially surround the valve cover, characterized in that the material weak points are formed at a distance from one another, wherein the distance between the centres of adjacent material weak points is less than 5 mm, preferably between 0.4-0.7 mm, and further preferably between 0.5-0.6 mm.
Method for safeguarding a machine, in which a first machine part executes a working movement along a first direction of movement against a second machine part in order to deform a workpiece which has a section which, when the first machine part acts, moves at least partially towards a front side of the first machine part or of the second machine part in a second direction of movement which crosses the first direction of movement, wherein a sensor is arranged on a surface portion of the front side of a housing of the first machine part or of the second machine part, having a sensor surface extending over the surface portion, wherein the sensor is being arranged on the surface portion such that it lies between the moving portion of the workpiece and the housing, and the sensor surface faces an operator of the machine, and wherein the sensor surface registers an approach and/or a contact of the section of the workpiece or an object connected thereto moving towards the first machine part or the second machine part and sends a signal to a controller, the controller triggering a safety-related action in response to the signal.
A sensor module, comprising: a sensor element; a first casing that includes an opening end and accommodates therein the sensor element; a bracket that is configured to fix the first casing to an attachment target; and a second casing that includes a first surface that includes a first welding portion welded to the opening end, and a second surface that includes a second welding portion welded to the bracket, the second casing being fixed between the first casing and the bracket, wherein the first welding portion is annularly provided along a portion, in a peripheral edge of the second casing, that is situated on the first surface, and wherein the second welding portion is annularly provided on a portion, in the peripheral edge, that is situated on the second surface on a side of an outer periphery of the first welding portion. a sensor element; a first casing that includes an opening end and accommodates therein the sensor element; a bracket that is configured to fix the first casing to an attachment target; and a second casing that includes a first surface that includes a first welding portion welded to the opening end, and a second surface that includes a second welding portion welded to the bracket, the second casing being fixed between the first casing and the bracket, wherein the first welding portion is annularly provided along a portion, in a peripheral edge of the second casing, that is situated on the first surface, and wherein the second welding portion is annularly provided on a portion, in the peripheral edge, that is situated on the second surface on a side of an outer periphery of the first welding portion.
Method for controlling and/or monitoring a compressor system comprising a plurality of components, specifically one or more compressors (11, 12, 13) and one or more peripheral devices (14 to 21), as well as a control/monitoring unit, wherein the compressors (11, 12, 13) and peripheral devices (14 to 21) are arranged or interconnected in a specific configuration, - wherein, in a measured value acquisition step, measured values are acquired within the compressor system or the components, - wherein, in an assignment step, context information is assigned in each case to the measured value or values before, simultaneously or after the measured values are acquired in order to standardize the measured values, - wherein the standardization of the measured value by assigning context information specifically comprises the unique assignment of the location of a measured value acquisition, - wherein the determination of the location of the measured value acquisition is carried out in such a way that the measured value is assigned a preconfigured measuring point on a component or on an element of a component, wherein a link between the component and other components or a link between the elements and other elements is not taken into account, and - wherein, in an evaluation step, the measured value or values standardized by the context information are taken into account in a control, monitoring, diagnostic, or evaluation routine. - wherein, in a measured value acquisition step, measured values are acquired within the compressor system or the components, - wherein, in an assignment step, context information is assigned in each case to the measured value or values before, simultaneously or after the measured values are acquired in order to standardize the measured values, - wherein the standardization of the measured value by assigning context information specifically comprises the unique assignment of the location of a measured value acquisition, - wherein the determination of the location of the measured value acquisition is carried out in such a way that the measured value is assigned a preconfigured measuring point on a component or on an element of a component, wherein a link between the component and other components or a link between the elements and other elements is not taken into account, and - wherein, in an evaluation step, the measured value or values standardized by the context information are taken into account in a control, monitoring, diagnostic, or evaluation routine.
A method for reducing fines migration in a porous subterranean reservoir, the method comprising: (i) introducing a composition comprising a water-soluble or dispersible branched polyhydroxyetheramine into the porous subterranean reservoir; (ii) maintaining a sufficient temperature of at least 38 °C (100 °F) in the porous subterranean reservoir for a period of time of 8 to 12 hours; (iii) optionally adsorbing the composition onto a surface of the porous subterranean reservoir; and (iv) stabilizing at least a portion of the fines present in the porous subterranean reservoir thereby reducing fines migration, wherein the water soluble or dispersible polyhydroxyetheramine is a reaction product of bisphenol A diglycidylether, monoethanol amine, diethanol amine, and a primary methoxy-capped poly-oxyethylene-oxypropylene-monoamine. (i) introducing a composition comprising a water-soluble or dispersible branched polyhydroxyetheramine into the porous subterranean reservoir; (ii) maintaining a sufficient temperature of at least 38 °C (100 °F) in the porous subterranean reservoir for a period of time of 8 to 12 hours; (iii) optionally adsorbing the composition onto a surface of the porous subterranean reservoir; and (iv) stabilizing at least a portion of the fines present in the porous subterranean reservoir thereby reducing fines migration,
A method for manufacturing a stable homogeneous mixture of two or more immiscible organic compounds which comprises the steps of combining the two or more immiscible organic compounds with from 10 to 80 wt. % glycol derived from polymerization of alkylene oxide having from 2 to 4 carbon atoms and tetrahydrofuran, heating the combination of step at a temperature of from 35°C to 65°C, and recovering a homogeneous product stable in the liquid phase at a temperature of from 40°C to 200°C, said homogeneous product comprising the two or more immiscible organic compounds and the glycol derived from polymerization of alkylene oxide having from 2 to 4 carbon atoms and tetrahydrofuran.
System for determining biometric properties of an eye or parts of the eye, comprising: - an OCT device being configured to emit a measuring light beam, - a beam guiding device being configured to guide the measuring light beam, and - a control and analysis device being configured to control the beam guiding device to guide the measuring light beam towards the eye for a plurality of scans (a-c) such that for each scan (a-c) the measuring light beam enters the cornea in a first lateral region and reaches the retina of the eye in a second lateral region including the fovea of the retina along a corresponding beam path (36a-36c), the beam paths (36a-36c) being different among each other, wherein the OCT device is further configured to interferometrically analyze the measuring light beam back-reflected from the eye for each scan (a-c) to provide corresponding OCT data (Ia-Ic), and wherein the control and analysis device is further configured to determine on basis of the OCT data (Ia-Ic) for each scan (a-c) of the plurality of scans (a-c) at least one distance from a surface (40, 64) of the retina to a surface (42, 44) of the cornea and/or to a surface (46, 50) of the lens of the eye, characterized in that the control and analysis device is further configured to select on basis of the OCT data (Ia-Ic) from the plurality of scans (a-c) that scan (b), for which the distance (Ab, Db) from the surface (40, 64) of the retina to the surface of the cornea and/or to the surface of the lens is maximum, and to output the OCT data (Ib) of the selected scan (b). - an OCT device being configured to emit a measuring light beam, - a beam guiding device being configured to guide the measuring light beam, and - a control and analysis device being configured to control the beam guiding device to guide the measuring light beam towards the eye for a plurality of scans (a-c) such that for each scan (a-c) the measuring light beam enters the cornea in a first lateral region and reaches the retina of the eye in a second lateral region including the fovea of the retina along a corresponding beam path (36a-36c), the beam paths (36a-36c) being different among each other, wherein the OCT device is further configured to interferometrically analyze the measuring light beam back-reflected from the eye for each scan (a-c) to provide corresponding OCT data (Ia-Ic), and wherein the control and analysis device is further configured to determine on basis of the OCT data (Ia-Ic) for each scan (a-c) of the plurality of scans (a-c) at least one distance from a surface (40, 64) of the retina to a surface (42, 44) of the cornea and/or to a surface (46, 50) of the lens of the eye, characterized in that the control and analysis device is further configured to select on basis of the OCT data (Ia-Ic) from the plurality of scans (a-c) that scan (b), for which the distance (Ab, Db) from the surface (40, 64) of the retina to the surface of the cornea and/or to the surface of the lens is maximum, and to output the OCT data (Ib) of the selected scan (b).
An aroma-therapeutic bedding set comprising a filling consisting of fibre fleece layers, made of natural or synthetic fibres or a mixture thereof, placed in an outside ticking, wherein it contains evenly distributed dried and cut herbs between the layers and embedded in the fibres of the layers, the fibre fleece layers being folded in a sandwich-like manner, the uppermost and lowermost two layers of the filling layered like a sandwich not containing herbs.