mhurhangee/ep-ind-claims huggingface dataset:
A computer implemented method of searching for a feature that affects an output result of a machine learning model, the search method comprising: a first step of applying, to all training data which includes a plurality of sets of ground truth image data and information on whether the ground truth image data is positive or negative, at least one or more separate filters combining at least one or more feature presence/absence determining devices that determine presence or absence of a feature, thereby to generate pieces of training data; a second step of applying the pieces of training data generated in the first step to separate machine learning models to separately execute machine learning; and a third step of outputting information that extracts a new feature using a verification result obtained by inputting verification data to separate machine learning models after the machine learning, wherein verification data is a part of training data which has not been used for training. a first step of applying, to all training data which includes a plurality of sets of ground truth image data and information on whether the ground truth image data is positive or negative, at least one or more separate filters combining at least one or more feature presence/absence determining devices that determine presence or absence of a feature, thereby to generate pieces of training data; a second step of applying the pieces of training data generated in the first step to separate machine learning models to separately execute machine learning; and a third step of outputting information that extracts a new feature using a verification result obtained by inputting verification data to separate machine learning models after the machine learning, wherein verification data is a part of training data which has not been used for training.
Image processing device for a medical observation device, such as a microscope or endoscope, wherein the image processing device comprises an image processor, the image processor being configured to obtain a digital pseudocolor pattern, the digital pseudocolor pattern having a first pattern characteristic and a second, different pattern characteristic, and comprising a pseudocolor, to combine the digital pseudocolor pattern with an input area of a retrieved digital input image (108, 110), thus forming a patterned region; to vary the first pattern characteristic of the pseudocolor pattern at a location in the patterned region depending on a local characteristic at a matching location in the input area and vary the second pattern characteristic of the pseudocolor pattern in the patterned region depending on a global characteristic of the input area; and to output at least one digital output image comprising the patterned region. to obtain a digital pseudocolor pattern, the digital pseudocolor pattern having a first pattern characteristic and a second, different pattern characteristic, and comprising a pseudocolor, to combine the digital pseudocolor pattern with an input area of a retrieved digital input image (108, 110), thus forming a patterned region; to vary the first pattern characteristic of the pseudocolor pattern at a location in the patterned region depending on a local characteristic at a matching location in the input area and vary the second pattern characteristic of the pseudocolor pattern in the patterned region depending on a global characteristic of the input area; and to output at least one digital output image comprising the patterned region.
Clamping arrangement with a clamping device and a bag made of a flexible material, the bag enclosing at least one chamber that is filled with a mass and is connected to a delivery opening situated at the front end of the bag, wherein the clamping device comprises a first clamping portion with a first clamping surface and a second clamping portion with a second clamping surface and can be brought from a closing position, in which the first clamping surface and the second clamping surface face each other in a clamping position in such a way that they define an opening between them that receives an end region of the bag following the delivery opening, into an opening position, in which the first clamping surface and the second clamping surface are more remote from each other, characterised in that the first clamping portion and the second clamping portion are configured in such a way that, when they are in the closing position, the first clamping surface and the second clamping surface assume a clamping position in which the opening situated between them forms a narrow clamping opening that clamps and thus closes off the bag, and in that it additionally comprises a securing portion with a securing ring that surrounds, in the closing position, the first clamping portion and the second clamping portion in such a way that it holds them in a position relative to each other in which the first clamping surface and the second clamping surface assume their clamping position, and that can be removed for the purpose of bringing the clamping device into its opening position.
A method of cleaning of a rotatably mounted working tool, mainly a hemming head, where impurities are removed from a surface of the working tool by centrifugation, whereby the working tool rotates in a placement which otherwise serves a purpose of a rolling of the working tool during its operation, wherein the working tool is placed inside a cleaning chamber, subsequently the working tool is led into a rotation by means of a transmission which acts upon the working tool outside its polluted surface, the working tool starts to rotate at a speed which does not surpass an allowed speed of the rotation of the placement of the working tool, whereby before first working operation of the working tool and/or after at least some rotational cleaning of the working tool a separation liquid is applied onto its surface. the working tool is placed inside a cleaning chamber, subsequently the working tool is led into a rotation by means of a transmission which acts upon the working tool outside its polluted surface, the working tool starts to rotate at a speed which does not surpass an allowed speed of the rotation of the placement of the working tool, whereby before first working operation of the working tool and/or after at least some rotational cleaning of the working tool a separation liquid is applied onto its surface.
Refuelling system for a motor vehicle, comprising: - a motor vehicle, comprising: a first communication interface; and a control unit; - a refuelling installation, comprising: a second communication interface, which has a communication connection to the first communication interface for the transmission of data; and a tank with a fuel; characterized in that the refuelling installation comprises a sensor device, which is configured to determine a fuel material property of the fuel of the refuelling installation and to transmit this to the motor vehicle by means of the first and second communication interfaces (K1, K2); and the control unit of the motor vehicle is configured to control a vehicle component on the basis of the fuel material property determined by the sensor device. - a motor vehicle, comprising: a first communication interface; and a control unit; a first communication interface; and a control unit; - a refuelling installation, comprising: a second communication interface, which has a communication connection to the first communication interface for the transmission of data; and a tank with a fuel; the refuelling installation comprises a sensor device, which is configured to determine a fuel material property of the fuel of the refuelling installation and to transmit this to the motor vehicle by means of the first and second communication interfaces (K1, K2); and the control unit of the motor vehicle is configured to control a vehicle component on the basis of the fuel material property determined by the sensor device.
Method for managing the operation of a motor vehicle of the hybrid type equipped with a traction chain comprising: - a heat engine associated with a catalyst, an electric traction motor electrically connected to a battery, a clutch, and a gearbox mounted on a train of the motor vehicle, characterized in that, following a request to set the motor vehicle in motion, said method comprises: - a step for measuring a temperature (Tcat) of the catalyst, - a step of determining a charge level (Nch) of the battery, and - a step of authorizing or not the setting in motion of the motor vehicle according to the measured temperature (Tcat) of the catalyst and the level of charge (Nch) of the battery previously determined. - a heat engine associated with a catalyst, an electric traction motor electrically connected to a battery, a clutch, and a gearbox mounted on a train of the motor vehicle, - a step for measuring a temperature (Tcat) of the catalyst, - a step of determining a charge level (Nch) of the battery, and - a step of authorizing or not the setting in motion of the motor vehicle according to the measured temperature (Tcat) of the catalyst and the level of charge (Nch) of the battery previously determined.
A corner connection, in particular for a serving trolley, between a carrier and a corner of a plate-shaped element, comprising a corner carrier fastened to the corner of the plate-shaped element and a fastening pin for joining the corner carrier and the tubular carrier under prestress, wherein the fastening pin extends substantially in the direction of the angle bisector of the corner of the plate-shaped element, wherein the plate-shaped element is provided with an apron (26, 28) at each of its lateral edges, the apron extending downward vertically from a base area of the plate-shaped element, wherein the corner carrier on the one hand adjoins the lower surface of the base plate of the plate-shaped element and on the other hand adjoins the inner surfaces of the aprons (26, 28), characterized in that the corner carrier is fastened to the aprons (26, 28) on each side of the angle bisector by means of a screw (60a, 60b).
A polyolefin microporous membrane, having a membrane thickness change rate of 0% or more and 15% or less with respect to 100% of the membrane thickness of said polyolefin microporous membrane that was not heated nor compressed, wherein said membrane thickness change rate is measured by the method described in the specification when said polyolefin microporous membrane is compressed under heat at a temperature of 80°C at a pressure of 1 MPa for 60 minutes and is calculated using the equation: [(Average Thickness before Compressing - Average Thickness under Compression) / (Average Thickness before Compressing)] x 100; and having a tensile strength of 230 MPa or more in the MD direction thereof, measured in accordance with the method of ASTM D882.
A co-crystal comprising a compound of formula and a co-crystal former, wherein the co-crystal former is adipic acid, wherein each of R 1 and R 2 is independently hydrogen or deuterium, for use in potentiating a therapeutic regimen for the treatment of cancer, wherein the use comprises administering to an individual in the need thereof an effective amount of said co-crystal, and wherein the therapeutic regimen is radiation therapy.
A support worn on the face having a built-in drug carrier comprising: a housing with a predetermined installation space defined therein and a plurality of vent holes formed in one side in the proximity of the globe of the eye when the support worn on the face is worn, the vent holes serving to communicate the installation space with the outside; a main body having a fixing member for fixing the housing to the face of a user; a drug carrier installed inside the main body and containing medicinal ingredients useful for protecting the eyes from diseases and relieving eye fatigue; and a power supply supplying power to the drug carrier, wherein the drug carrier comprises a medicinal herb layer containing the medicinal ingredients to enable transdermal delivery of the medicinal ingredients and a substrate supporting the medicinal herb layer and equipped with a light-emitting lamp irradiating IR or UV light to the medicinal herb layer so as to activate the transdermal delivery of the medicinal ingredients contained in the medicinal herb layer.
An electrical transformer, of the type comprising: - a magnetic core; - a first coil winding wound around the magnetic core and receiving at its input an input alternating current; - a second coil winding wound around the magnetic core and providing at its output an output alternating current; - a receiving space defined between the first and second coil windings; - an insulating material cast within the interior of the receiving space in order to electrically insulate the first coil winding from the second coil winding, characterised in that the insulating material comprises a silicon-based elastomer, containing a plurality of alumina particles. - a magnetic core; - a first coil winding wound around the magnetic core and receiving at its input an input alternating current; - a second coil winding wound around the magnetic core and providing at its output an output alternating current; - a receiving space defined between the first and second coil windings; - an insulating material cast within the interior of the receiving space in order to electrically insulate the first coil winding from the second coil winding, characterised in that the insulating material comprises a silicon-based elastomer, containing a plurality of alumina particles.
Organizer for an optical fibre cable having at least two loop retaining sections (16; 33) facing each other with a predetermined distance, the organizer comprises a generally C-shaped loop supporting element comprising a foot portion and a head portion being arranged opposite to each other and which are connected by a lug portion, wherein said foot portion and said head portion each define one of the two retaining sections (16; 33); characterized in that the foot portion is divided by a common wall to form an inner U-shaped receptacle that forms a splice receptacle and a U-shaped foot receptacle, and wherein the distance is such that a loop of the optical fibre cable is restrained between the loop retaining sections (16; 33) by an elastic resetting force of the looped optical fibre cable.
Method for optimizing the routing of communications between a plurality of telephony over IP domains, comprising: - a phase of detecting a congestion or risk of congestion phenomenon in a first telephony over IP domain; - a phase of transmitting, in a signalling message, at least one item of information in relation to said congestion or risk of congestion phenomenon, called item of congestion information, to at least one second telephony over IP domain, characterized in that said signalling message is a message defining a telephony route, making it possible to reach a given telephony destination. - a phase of detecting a congestion or risk of congestion phenomenon in a first telephony over IP domain; - a phase of transmitting, in a signalling message, at least one item of information in relation to said congestion or risk of congestion phenomenon, called item of congestion information, to at least one second telephony over IP domain,
A method for authenticating a person through a third-party device, the person being equipped with a terminal provided with a dedicated application configured to generate a secured container from personal data of the person, the method comprising at least the following steps of: - the person transmitting personal data to a third-party device; - the third-party device transmitting a data verification request RV to a server containing a set of links associating an identity document with an instance of the application of the terminal associated with the person holding the identity document; - the server using at least one item of the data of the identity document contained in the request Rv to find the link associated with the secured container containing the data of the person holding the document; - the server then transmitting an authorisation request Ra to the dedicated application of the terminal so that the person authenticates themselves and grants the authorisation to access at least a portion of the data of the secured container; - upon authorisation of the person, the dedicated application of the terminal opening the container and transmitting the data to the server, (37, 38); - the server then transmitting the portion of the data accessible to the third-party device, without storing said data; - the third-party device, following the authentication of the person, authorising them to use a service,; - sending a rejection message when authorisation is not granted,. - the person transmitting personal data to a third-party device; - the third-party device transmitting a data verification request RV to a server containing a set of links associating an identity document with an instance of the application of the terminal associated with the person holding the identity document; - the server using at least one item of the data of the identity document contained in the request Rv to find the link associated with the secured container containing the data of the person holding the document; - the server then transmitting an authorisation request Ra to the dedicated application of the terminal so that the person authenticates themselves and grants the authorisation to access at least a portion of the data of the secured container; - upon authorisation of the person, the dedicated application of the terminal opening the container and transmitting the data to the server, (37, 38); - the server then transmitting the portion of the data accessible to the third-party device, without storing said data; - the third-party device, following the authentication of the person, authorising them to use a service,; - sending a rejection message when authorisation is not granted,.
Can lid for an aluminum beverage can, said can lid comprising a pull-tab, said can lid having a chuck wall defining a plug diameter, a countersink and central panel having a panel radius and a center, wherein a score line defining a tear panel and a rivet for connecting said pull-tab to the central panel are arranged, said rivet defining an axis of rotation of said pull-tab, said pull-tab having a handle part and an opening part of the pull-tab, said rivet connecting said pull-tab to the central panel between said handle part and said opening part said rivet being tilted so that said rivet provides an axis of rotation of said pull-tab that has an angle with respect to an axis that is vertical with respect to the central panel, characterized in that said can lid has a lid plug diameter of between 45 to 49 mm, an outside diameter of between 52 to 55 mm, and a weight of less than 1.9 g, the central panel has a thickness of less than 0.19 mm, the score line defines an area of between 300 mm 2 to 350 mm 2, and in that said rivet is arranged off-center on the central panel and wherein - the axis of rotation of said pull-tab has an angle of between 1° and 6° with respect to the axis that is vertical with respect to the central panel. - the axis of rotation of said pull-tab has an angle of between 1° and 6° with respect to the axis that is vertical with respect to the central panel.
Method for guiding a nonwoven web of plastic endless filaments conveyed in a conveying direction F, wherein a nonwoven web having a web thickness d of less than 2 mm, preferably less than 1.5 mm and having a grammage of less than 30 g/m 2, preferably less than 25 g/m 2 is used, wherein the nonwoven web is brought into touching contact with at least one guide and/or treatment roller (roller) or with at least one roller unit comprising at least two guide and/or treatment rollers (rollers), wherein in the conveying direction F upstream of or immediately upstream of the roller or the roller unit and/or in the conveying direction F downstream of or immediately downstream of the roller or the roller unit at least one stabilizing plate extending in the conveying direction F or transversely to the conveying direction F of the nonwoven web is provided and wherein the nonwoven web is guided along the at least one stabilizing plate with the proviso that the distance a between the surface of the stabilizing plate facing the nonwoven web and the nonwoven web surface is 0 to 10 mm, preferably 0.1 to 5 mm.
A client device for hearing device communication, the client device comprising - a processing unit; - a memory unit; and - an interface, the memory unit having a client device key and a client device certificate (106, 107) stored thereon, wherein the processing unit is configured to - receive a connection response comprising a hearing device identifier via the interface; - generate one or more keys including a certificate key based on the hearing device identifier and the client device key; - obtain an authentication message based on the certificate key and the client device certificate (106, 107), wherein to obtain the authentication message comprises to generate an encrypted client device certificate (106A, 107A) by encrypting the client device certificate (106, 107) with the certificate key and to include the encrypted client device certificate (106A, 107A) in the authentication message; and - transmit the authentication message via the interface. - a processing unit; - a memory unit; and - an interface, - receive a connection response comprising a hearing device identifier via the interface; - generate one or more keys including a certificate key based on the hearing device identifier and the client device key; - obtain an authentication message based on the certificate key and the client device certificate (106, 107), wherein to obtain the authentication message comprises to generate an encrypted client device certificate (106A, 107A) by encrypting the client device certificate (106, 107) with the certificate key and to include the encrypted client device certificate (106A, 107A) in the authentication message; and - transmit the authentication message via the interface.
An air-conditioning indoor unit, comprising: an airflow direction adjustment louver being configured to adjust a flow direction of air to be blown out of a blow-out port; and a body casing having a blown-out airflow path directing air-conditioned air to the blow-out port, wherein t he airflow direction adjustment louver has a hollow sealed structure allowing air movement between inside and outside thereof only through a predetermined vent hole, and t he vent hole is bored in a part located out of the blown-out airflow path, characterized in that the air-conditioning indoor unit is configured such that air movement is enabled between inside and outside of the airflow direction adjustment louver only through the vent hole. an airflow direction adjustment louver being configured to adjust a flow direction of air to be blown out of a blow-out port; and a body casing having a blown-out airflow path directing air-conditioned air to the blow-out port, t he airflow direction adjustment louver has a hollow sealed structure allowing air movement between inside and outside thereof only through a predetermined vent hole, and t he vent hole is bored in a part located out of the blown-out airflow path,