mhurhangee/ep-ind-claims huggingface dataset:
A method for auto-labeling one or more training images to be used for learning a neural network, comprising steps of: (a) an auto-labeling device, if a training image among the training images is acquired, instructing a meta region of interest detection network, further denoted as meta ROI detection network, region of interest further being denoted as ROI, to generate at least one feature map by applying one or more convolution operations to the training image and to acquire n current meta ROIs, each of the n current meta ROI corresponding to regions of objects, on the training image, which regions are grouped in said current meta ROI according to each of locations of each of the objects by referring to the feature map; and (b) the auto-labeling device generating n manipulated images by cropping regions, corresponding to the n current meta ROIs, on the training image, instructing an object detection network to output a respective labeled manipulated image for each of the n manipulated images, where each of the n manipulated images is input to an object detection network which applies one or more convolutional layers to generate at least one feature map used as input to a region proposal network, RPN, to generate proposal boxes, estimated as including the objects, on the feature map for object detection, and generating a labeled training image by merging the n labeled manipulated images. (a) an auto-labeling device, if a training image among the training images is acquired, instructing a meta region of interest detection network, further denoted as meta ROI detection network, region of interest further being denoted as ROI, to generate at least one feature map by applying one or more convolution operations to the training image and to acquire n current meta ROIs, each of the n current meta ROI corresponding to regions of objects, on the training image, which regions are grouped in said current meta ROI according to each of locations of each of the objects by referring to the feature map; and (b) the auto-labeling device generating n manipulated images by cropping regions, corresponding to the n current meta ROIs, on the training image, instructing an object detection network to output a respective labeled manipulated image for each of the n manipulated images, where each of the n manipulated images is input to an object detection network which applies one or more convolutional layers to generate at least one feature map used as input to a region proposal network, RPN, to generate proposal boxes, estimated as including the objects, on the feature map for object detection, and generating a labeled training image by merging the n labeled manipulated images.
Method for operating a hybrid vehicle which has at least a first drive assembly and a second drive assembly, in which the second drive assembly is started by means of at least a portion of the drive torque (M EM) which is applied by the first drive assembly, in that a clutch (2, 3) which is arranged between the first drive assembly and the second drive assembly is transferred from an open state into a slipping state, wherein in order to start the second drive assembly at least two clutches (2, 3) are shifted to the slipping state, characterized in that the clutches (2, 3) have different separate frictional power levels.
A plate evaporator apparatus of the falling film type comprising a housing having an inlet for liquid to be evaporated and having mounted therein a package of substantially vertically arranged heat transferring plates with plate interspaces, every second one of which forms an evaporation space for at least partial evaporation of said liquid and the other plate interspaces forming condensation spaces for at least partial condensation of a heat emitting vapour, and further comprising first seals (13, 14) which in an upper part of said plate interspaces forming evaporation spaces delimit distribution chambers, each of which being in liquid flow communication with at least one evaporation space by flow ways (17,18) spaced apart along the width of the package, the heat transferring plates having in an upper part through openings aligned to form a passage which extends through the plate package, characterized in an elongated pipe connected to the inlet and extending in the passage along a length thereof, the pipe having a peripheral wall with apertures (117, 118) distributed along the length of the pipe and being in flow communication with the distribution chambers, for supplying the liquid to be evaporated from the inlet to the distribution chambers through the apertures (117, 118), the pipe extending along the full length of the passage, said pipe having a first end connected to the inlet and having a normally closed openable fluid flow port at a second end.
A glazing with a solar control property comprising at least one glass substrate deposited on which is a stack of layers, said stack comprising a layer consisting of an alloy comprising nickel and copper, alloy wherein the atomic percentage of copper is greater than 1% and less than 25% and wherein the atomic percentage of nickel is greater than 75% and less than 99%.
A pinhole camera comprising a system for cleaning the lens of the pinhole camera, wherein said system comprises means for generating compressed air, wherein said means for generating compressed air comprise a compressed-air tank, a hose, and a compressed-air nozzle, wherein said system for cleaning the lens of the pinhole camera is integrated in the camera so that said pinhole camera comprises a chamber area formed between the lens of the pinhole camera and a wall comprising the pinhole of the pinhole camera by means of a flange, wherein the lower edge of the flange is limited to the lens and the upper edge to the wall on top of the camera lens and wherein the flange is equipped with an orifice for the compressed-air nozzle for blowing compressed air into the chamber area, wherein the compressed-air nozzle is connected to the orifice in the chamber area and configured to blow compressed air from the compressed-air tank via the hose to the chamber area, and the compressed-air nozzle is fastened to the orifice so that all air blown from the compressed-air nozzle enters directly the chamber area and exits the chamber area via the pinhole of the pinhole camera.
An air-over evaporative heat exchanger coil comprised of: a plurality of multi-lobed tubes (4a;4b) arranged in a tube bundle wherein lobes of the coil being characterized in that said lobes of said multi-lobed tubes are separated from one-another by a pinch weld located where opposing inside tube surfaces meet.
Method for the autonomous operation of a compaction device for compaction of a substrate, comprising the following process steps: a) A surface of the substrate to be compacted is selected. b) The compaction device and/or at least part of the surface to be processed is/are prepared in such a way that the compaction device automatically processes the surface to be processed at least during autonomous operation and, in the course of this, at least essentially sweeps over each area of the surface to be processed at least once. c) A positioning device is guided along a route representing at least one part of an outer boundary of the surface to be processed, wherein position data are captured along the route by means of the positioning device at least intermittently during the guiding process of the positioning device. d) With the aid of captured position data of the route, electronic information on the position of the outer boundary of the area to be processed is generated. e) The compaction device is supplied with the electronic information so that it is enabled to automatically adjust its direction of travel during its autonomous operation in the event of a collision with the outer boundary in such a way that it at least essentially remains on the surface to be processed, characterized by the following method step: f) The route is manually paced off by one person, wherein the person carries the positioning device and guides it along the route. a) A surface of the substrate to be compacted is selected. b) The compaction device and/or at least part of the surface to be processed is/are prepared in such a way that the compaction device automatically processes the surface to be processed at least during autonomous operation and, in the course of this, at least essentially sweeps over each area of the surface to be processed at least once. c) A positioning device is guided along a route representing at least one part of an outer boundary of the surface to be processed, wherein position data are captured along the route by means of the positioning device at least intermittently during the guiding process of the positioning device. d) With the aid of captured position data of the route, electronic information on the position of the outer boundary of the area to be processed is generated. e) The compaction device is supplied with the electronic information so that it is enabled to automatically adjust its direction of travel during its autonomous operation in the event of a collision with the outer boundary in such a way that it at least essentially remains on the surface to be processed, characterized by the following method step: f) The route is manually paced off by one person, wherein the person carries the positioning device and guides it along the route.
A degradation estimation apparatus for estimating degradation of an energy storage device, the apparatus comprising: a state of health, SOH, acquisition unit that is configured to acquire a SOH of an energy storage device at a first time point and a SOH at a second time point after the first time point; a SOC estimation unit that is configured to estimate a SOC transition of the energy storage device from the first time point to the second time point, a representative value acquisition unit that is configured to acquire a representative value of a state of charge, SOC, of the energy storage device from the first time point to the second time point; wherein the representative value acquisition unit is configured to acquire at least any one of a total SOC variation amount, a SOC variation range from the first time point to the second time point based on the SOC transition, and a SOC transition pattern and a learning processing unit that is configured to cause a learning model to learn based on learning data with the SOH at the first time point and the representative value as input data and with the SOH at the second time point as output data. a state of health, SOH, acquisition unit that is configured to acquire a SOH of an energy storage device at a first time point and a SOH at a second time point after the first time point; a SOC estimation unit that is configured to estimate a SOC transition of the energy storage device from the first time point to the second time point, a representative value acquisition unit that is configured to acquire a representative value of a state of charge, SOC, of the energy storage device from the first time point to the second time point; wherein the representative value acquisition unit is configured to acquire at least any one of a total SOC variation amount, a SOC variation range from the first time point to the second time point based on the SOC transition, and a SOC transition pattern and a learning processing unit that is configured to cause a learning model to learn based on learning data with the SOH at the first time point and the representative value as input data and with the SOH at the second time point as output data.
A synthetic amino acid sequence comprising the synthetic amino acid sequence of SEQ ID NO.: 6 or SEQ ID NO.: 5, wherein the synthetic amino acid sequence is for hydrolyzing organophosphate nerve agent.
Method for monitoring an environment of a motor vehicle (401, 501) driving inside a car park, comprising the following steps of: - determining at least one section (503, 509) of the environment, - dividing the section (503, 509) into a plurality of tiles (505, 511), - capturing the section (503, 509) by means of one or more environmental sensors in order to determine environmental sensor data corresponding to the capture, - determining, on the basis of the environmental sensor data for the plurality of tiles (505, 511), whether there is an object in the plurality of tiles (505, 511) in each case, wherein the one or more environmental sensors comprise one or more environmental sensors of the car park, wherein the one or more environmental sensors belong to an infrastructure of the car park, wherein a first and a second section (503, 509) are determined, wherein the second section is at a greater distance from the motor vehicle (401, 501) than the first section, and the tiles in the first section have a smaller size than the tiles in the second section, wherein, if there is an object in a tile in the second section, an instantaneous motor vehicle speed is reduced to a value of greater than zero m/s and an actuator of the motor vehicle, in particular a brake, is changed to a standby state, and wherein, if there is an object in a tile in the first section, the motor vehicle (401, 501) is stopped autonomously. - determining at least one section (503, 509) of the environment, - dividing the section (503, 509) into a plurality of tiles (505, 511), - capturing the section (503, 509) by means of one or more environmental sensors in order to determine environmental sensor data corresponding to the capture, - determining, on the basis of the environmental sensor data for the plurality of tiles (505, 511), whether there is an object in the plurality of tiles (505, 511) in each case,
A platen for seamless wrap-around printing on an item of clothing, wherein the platen comprises: a first planar surface; a second planar surface, the second planar surface opposite to the first planar surface and separated from the first planar surface in an axial direction; and at least one peripheral region extending from the first planar surface to the second planar surface, wherein the platen further comprises a tapered region comprising a tapered edge formed on at least part of the at least one peripheral region characterized in that the tapered edge is a double-sided tapered edge; a minimum thickness (c) of the tapered edge formed on the tapered region is from 0.1 to 5 mm; the at least one tapered region has a width (b) of from 2 mm to 100 mm; and the at least one tapered region has a taper angle (d) of from 0.1o to 89.5o. a first planar surface; a second planar surface, the second planar surface opposite to the first planar surface and separated from the first planar surface in an axial direction; and at least one peripheral region extending from the first planar surface to the second planar surface, wherein the platen further comprises a tapered region comprising a tapered edge formed on at least part of the at least one peripheral region characterized in that the tapered edge is a double-sided tapered edge; a minimum thickness (c) of the tapered edge formed on the tapered region is from 0.1 to 5 mm; the at least one tapered region has a width (b) of from 2 mm to 100 mm; and the at least one tapered region has a taper angle (d) of from 0.1o to 89.5o.
Cleaning device for a detection system in a vehicle, comprising an air circuit and a liquid circuit configured to spray air and liquid on the detection system, the cleaning device comprising a first chamber and a second chamber, the first chamber being configured to be filled by one of air and liquid, whereas the second chamber is configured to be filled by the other one of said air and liquid, wherein the total volume of the first and second chambers (6, 9) is fixed, and that the cleaning device is configured to vary the volume of one of the first and second chambers (6, 9) so as to change the pressure in the other one of the first and second chambers (6, 9), wherein the total volume of the first and second chambers (6, 9) is delimited by a rigid housing, characterized in that the volume of the second chamber is delimited by a flexible socket arranged inside the rigid housing.
A method for protecting encryption keys in a database, comprising: receiving a command to create a master key and a password to protect said master key; generating the master key based on the command; receiving a command to create a dual master key and a password to protect said dual master key; generating the dual master key based on the command, wherein the creator of the dual master key is different from the user who created the master key; and encrypting said encryption keys using said master key and said dual master key; wherein encrypting said encryption keys includes: receiving a command to create an encryption key; determining whether the command specifies dual control; in response to the command specifying dual control, encrypting the encryption key using the master key in combination with said dual master key as a composite key to provide dual control and split knowledge; and in response to the command not specifying dual control, encrypting the key with the master key. receiving a command to create a master key and a password to protect said master key; generating the master key based on the command; receiving a command to create a dual master key and a password to protect said dual master key; generating the dual master key based on the command, wherein the creator of the dual master key is different from the user who created the master key; and encrypting said encryption keys using said master key and said dual master key; receiving a command to create an encryption key; determining whether the command specifies dual control; in response to the command specifying dual control, encrypting the encryption key using the master key in combination with said dual master key as a composite key to provide dual control and split knowledge; and in response to the command not specifying dual control, encrypting the key with the master key.
An in vitro screening method for diagnosing growth hormone deficiency by using macimorelin comprising: (a) providing two to three blood samples, taken from a subject within 40 to 95 minutes following an administration of an amount of macimorelin effective for inducing growth hormone secretion; (b) measuring the growth hormone level of each blood sample provided in step (a); (c) comparing the measured growth hormone level obtained in step (b) with a single threshold value, wherein the single threshold value is 2.8 ng/ml; (d) determining the subject, whose growth hormone level is lower than said single threshold value in each of the blood samples provided in step (a), as having growth hormone deficiency, or determining the subject, whose growth hormone level is not lower than said single threshold value in at least one of the blood samples provided in step (a), as having no growth hormone deficiency. (a) providing two to three blood samples, taken from a subject within 40 to 95 minutes following an administration of an amount of macimorelin effective for inducing growth hormone secretion; (b) measuring the growth hormone level of each blood sample provided in step (a); (c) comparing the measured growth hormone level obtained in step (b) with a single threshold value, wherein the single threshold value is 2.8 ng/ml; (d) determining the subject, whose growth hormone level is lower than said single threshold value in each of the blood samples provided in step (a), as having growth hormone deficiency, or determining the subject, whose growth hormone level is not lower than said single threshold value in at least one of the blood samples provided in step (a), as having no growth hormone deficiency.
A method of controlling a plurality of lighting devices (200, 700) in a user determinable configuration, the method comprising: - receiving positional data comprising the positions of multiple of the plurality of lighting devices (200, 700) in the user determinable configuration, - determining, based on the received positional data, a shape of the configuration of the plurality of lighting devices (200,700), - receiving a set of light scenes, each light scene (730, 740, 750) of the set of light scenes associated with a shape (735, 745, 755), - selecting a light scene (730, 740, 750) from the set of light scenes by matching the determined shape to the shape (735, 745, 755) associated with the light scene, (730, 740, 750) and - controlling the plurality of lighting devices (200, 700) based on the selected light scene (730, 740, 750). - receiving positional data comprising the positions of multiple of the plurality of lighting devices (200, 700) in the user determinable configuration, - determining, based on the received positional data, a shape of the configuration of the plurality of lighting devices (200,700), - receiving a set of light scenes, each light scene (730, 740, 750) of the set of light scenes associated with a shape (735, 745, 755), - selecting a light scene (730, 740, 750) from the set of light scenes by matching the determined shape to the shape (735, 745, 755) associated with the light scene, (730, 740, 750) and - controlling the plurality of lighting devices (200, 700) based on the selected light scene (730, 740, 750).
A method for remotely monitoring railroad equipment, said method comprising: defining a data structure corresponding to one or more of a plurality of wayside controller railroad devices located within a railroad infrastructure, wherein each of the wayside controller railroad devices is arranged to populate the corresponding defined data structure with data representing a state of the wayside controller railroad device to provide an alert about a problem; receiving, by a computing device via a network management protocol, one or more of the populated data structures from the wayside controller railroad devices, said computing device being remotely situated from the wayside controller railroad devices, wherein the data received from the wayside controller railroad devices comprises one or more of the following operating parameters of the wayside controller railroad devices: a deteriorating ballast condition, a signal crossing warning time out of range, and an intermittent track circuit; and analyzing the data within the received data structures to diagnose the wayside controller railroad devices providing the alert about the problem. defining a data structure corresponding to one or more of a plurality of wayside controller railroad devices located within a railroad infrastructure, wherein each of the wayside controller railroad devices is arranged to populate the corresponding defined data structure with data representing a state of the wayside controller railroad device to provide an alert about a problem; receiving, by a computing device via a network management protocol, one or more of the populated data structures from the wayside controller railroad devices, said computing device being remotely situated from the wayside controller railroad devices, wherein the data received from the wayside controller railroad devices comprises one or more of the following operating parameters of the wayside controller railroad devices: a deteriorating ballast condition, a signal crossing warning time out of range, and an intermittent track circuit; and analyzing the data within the received data structures to diagnose the wayside controller railroad devices providing the alert about the problem.