mhurhangee/patent-ind-claim-en huggingface dataset:
A method comprising: accessing a set of images captured by a farming vehicle while navigating via autonomous steering through an area of different surface types, the set of images comprising images of a ground surface in front of the vehicle ; receiving, from an operator that is collocated with the vehicle or located remotely, an input representative of a location within the set of images displayed to the operator; identifying a set of candidate edges within an image portion corresponding to the location within the set of images, each candidate edge corresponding to a candidate boundary between two different surface types; applying an edge selection model to the set of candidate edges, the edge selection model configured to select an edge of the set of candidate edges based at least in part on the location within the set of images represented by the received input; and modifying a route being navigated by the vehicle based at least in part on the selected candidate edge; characterized in that the edge selection model is configured to weight the candidate edges at least in part based on a distance between each candidate edge and the location represented by the received input within the set of images, wherein a first candidate edge is weighted lower than a second candidate edge that is closer to the location represented by the received input than the first candidate edge. accessing a set of images captured by a farming vehicle while navigating via autonomous steering through an area of different surface types, the set of images comprising images of a ground surface in front of the vehicle ; receiving, from an operator that is collocated with the vehicle or located remotely, an input representative of a location within the set of images displayed to the operator; identifying a set of candidate edges within an image portion corresponding to the location within the set of images, each candidate edge corresponding to a candidate boundary between two different surface types; applying an edge selection model to the set of candidate edges, the edge selection model configured to select an edge of the set of candidate edges based at least in part on the location within the set of images represented by the received input; and modifying a route being navigated by the vehicle based at least in part on the selected candidate edge; characterized in that the edge selection model is configured to weight the candidate edges at least in part based on a distance between each candidate edge and the location represented by the received input within the set of images, wherein a first candidate edge is weighted lower than a second candidate edge that is closer to the location represented by the received input than the first candidate edge.
A biological tissue analyzing device configured to analyze a biological tissue using hyperspectral data in which spectral information is associated with each of the pixels forming a two-dimensional image of the biological tissue, the biological tissue analyzing device comprising the following features (i) and (ii), as well as comprising features (iii) and/or (iv): (i) a hyperspectral data acquisition unit configured to acquire the hyperspectral data of the biological tissue from a hyperspectral camera; (ii) an analysis target region extraction unit configured to extract, based on the hyperspectral data, pixels corresponding to an analysis target region in the biological tissue from the two-dimensional image of the biological tissue by image processing; (iii) an altered state classification unit configured to classify an altered state of the biological tissue by categorizing the pixels corresponding to the analysis target region with unsupervised learning; and (iv) an altered state identification unit configured to identify the altered state of the biological tissue by categorizing the pixels corresponding to the analysis target region with supervised learning, wherein the analysis target region extraction unit is configured to label each of the pixels either as pixels corresponding to the analysis target region in the biological tissue or as pixels corresponding to other regions in the biological tissue, based on similarity of the spectral information, and to perform filtering on the pixels labeled as pixels corresponding to the analysis target region, the spectral information of each of the filtered pixels indicating a distribution of light intensity for each wavelength band serving as data for features (iii) and/or (iv). (i) a hyperspectral data acquisition unit configured to acquire the hyperspectral data of the biological tissue from a hyperspectral camera; (ii) an analysis target region extraction unit configured to extract, based on the hyperspectral data, pixels corresponding to an analysis target region in the biological tissue from the two-dimensional image of the biological tissue by image processing; (iii) an altered state classification unit configured to classify an altered state of the biological tissue by categorizing the pixels corresponding to the analysis target region with unsupervised learning; and (iv) an altered state identification unit configured to identify the altered state of the biological tissue by categorizing the pixels corresponding to the analysis target region with supervised learning,
A client service transmission method, wherein the method is applied to an optical transport network, OTN, and comprises: receiving a plurality of OTN data blocks, wherein the plurality of OTN data blocks are used to carry a plurality of client services; dividing (S102) the received client services into fixed-length data blocks and generating one slice by using each OTN data block; wherein a slice is an OTN data block with a label, a payload area and a Cyclic Redundancy Check, CRC, area; performing (S 103), based on the label comprised in each OTN data block of the plurality of OTN data blocks, switching on the OTN data block; caching (S103) the switched OTN data block to obtain a plurality of cache queues, wherein OTN data blocks that belong to a same cache queue in the plurality of cache queues are used to carry a same client service; and performing rate supervision and policy scheduling (S103) on OTN data blocks in the plurality of cache queues and then sending the OTN data blocks. receiving a plurality of OTN data blocks, wherein the plurality of OTN data blocks are used to carry a plurality of client services; dividing (S102) the received client services into fixed-length data blocks and generating one slice by using each OTN data block; wherein a slice is an OTN data block with a label, a payload area and a Cyclic Redundancy Check, CRC, area; performing (S 103), based on the label comprised in each OTN data block of the plurality of OTN data blocks, switching on the OTN data block; caching (S103) the switched OTN data block to obtain a plurality of cache queues, wherein OTN data blocks that belong to a same cache queue in the plurality of cache queues are used to carry a same client service; and performing rate supervision and policy scheduling (S103) on OTN data blocks in the plurality of cache queues and then sending the OTN data blocks.
An integrated process for the production of ethylene and vinyl acetate (VAM), comprising contacting in a first reaction zone a gas stream comprising ethane and optionally ethylene with an oxygen-containing gas stream in the presence of a oxydehydrogenation catalyst under oxidative dehydrogenation conditions to produce a first product stream comprising ethane, ethylene, acetic acid and water, and optionally other compounds, separating said first product stream in a vapor permeation unit into a second stream comprising water and a third stream comprising ethane, ethylene, acetic acid, and optionally other gaseous compounds, contacting in a second reaction zone all or at least a portion of said third stream with a stream comprising concentrated acetic acid and with an oxygen-containing gas stream in the presence of a VAM catalyst, to produce a fourth product stream comprising vinyl acetate, acetic acid, ethane, ethylene, water, carbon dioxide, and optionally other compounds, separating said fourth product stream in a vinyl acetate separation zone into a fifth stream comprising vinylacetate, acetic acid, water and optionally other condensable compounds, and a sixth stream comprising ethylene, ethane, carbon dioxide and optionally other gaseous compounds, and recovering vinyl acetate from said fifth stream.
A computer-implemented method of identifying biological molecules with enhanced desired activity, the method comprising: (a) receiving sequence and activity data for a plurality of biological molecules; (b) preparing a base model from the sequence and activity data, wherein the base model predicts activity as a function of the presence or absence of sub-units of the sequence and the base model includes no interaction terms from a defined pool of interaction terms; (b1) setting a current sequence model and a best sequence model to the base model; (c1) creating a new sequence model by adding to the current sequence model an interaction term not yet added from the defined pool of interaction terms; (c2) evaluating the predictive power of the new sequence model, and if the predictive power of the new sequence model is greater than that of the best sequence model, setting the new sequence model as the best sequence model; (c3) if there is any interaction term in the defined pool of interaction terms which has not been added to the current sequence model, repeating (c1)-(c3); (d) if a new model was set as best sequence model in (c2), setting the current sequence model to the best sequence model and repeating (c1)-(d); (e) setting the best sequence model as a final model; and (f) using the final model to guide directed evolution and to select one or more sequences with enhanced desired activity, characterized in that the interaction term is selected randomly in step (c1). (a) receiving sequence and activity data for a plurality of biological molecules; (b) preparing a base model from the sequence and activity data, wherein the base model predicts activity as a function of the presence or absence of sub-units of the sequence and the base model includes no interaction terms from a defined pool of interaction terms; (b1) setting a current sequence model and a best sequence model to the base model; (c1) creating a new sequence model by adding to the current sequence model an interaction term not yet added from the defined pool of interaction terms; (c2) evaluating the predictive power of the new sequence model, and if the predictive power of the new sequence model is greater than that of the best sequence model, setting the new sequence model as the best sequence model; (c3) if there is any interaction term in the defined pool of interaction terms which has not been added to the current sequence model, repeating (c1)-(c3); (d) if a new model was set as best sequence model in (c2), setting the current sequence model to the best sequence model and repeating (c1)-(d); (e) setting the best sequence model as a final model; and (f) using the final model to guide directed evolution and to select one or more sequences with enhanced desired activity, characterized in that the interaction term is selected randomly in step (c1).
A method for performing motion tracking using a mixed reality computing system comprising an image sensor and a hand-held input device (110; 400), the method comprising: performing environmental tracking based on output from the image sensor at first light source brightness and first frame rate, performing object motion tracking based on output from the image sensor at a second light source brightness and a second frame rate that is higher than the first frame rate; detecting (306 - YES) that the hand-held input device is in use; in response to detecting that the hand-held input device is in use, maintaining the environmental tracking at the first light source brightness and the first frame rate, adjusting a power consumption-related parameter of the object motion tracking, wherein adjusting the parameter of the object motion tracking comprises reducing the second frame rate of the object motion tracking; performing object motion tracking based on output from the hand-held input device; performing an action on the mixed reality computer system based on the environmental tracking and object motion tracking, wherein action comprises at least one of: a selection of a user interface object, creation of an augmented reality object, cursor control, game control, and operating system or application interactions. performing environmental tracking based on output from the image sensor at first light source brightness and first frame rate, performing object motion tracking based on output from the image sensor at a second light source brightness and a second frame rate that is higher than the first frame rate; detecting (306 - YES) that the hand-held input device is in use; in response to detecting that the hand-held input device is in use, maintaining the environmental tracking at the first light source brightness and the first frame rate, adjusting a power consumption-related parameter of the object motion tracking, wherein adjusting the parameter of the object motion tracking comprises reducing the second frame rate of the object motion tracking; performing object motion tracking based on output from the hand-held input device; performing an action on the mixed reality computer system based on the environmental tracking and object motion tracking, wherein action comprises at least one of: a selection of a user interface object, creation of an augmented reality object, cursor control, game control, and operating system or application interactions.
Feed-through arrangement for installation in a wall or floor element , comprising a feed-through with a pipe element for passing a line therethrough, and a flange element provided at the pipe element and extending outwardly away from the pipe element in spacing directions perpendicular to a central axis of the pipe element , and a flange body , wherein the flange body is attached to the flange element , and the flange body forms a recess with axial extension, in which the flange element of the feed-through is arranged, wherein the recess in the flange body is open in an axial direction facing away from the pipe element of the feed-through , and the flange element coming from the axial direction facing away from the pipe element is inserted into the recess , and wherein further the flange body projects outwardly beyond the flange element , namely with respect to the spacing directions , and wherein the flange body is profiled for stiffening when viewed in an axis-parallel section. a pipe element for passing a line therethrough, and a flange element provided at the pipe element and extending outwardly away from the pipe element in spacing directions perpendicular to a central axis of the pipe element , and a flange body , wherein the flange body is attached to the flange element , and the flange body forms a recess with axial extension, in which the flange element of the feed-through is arranged, wherein the recess in the flange body is open in an axial direction facing away from the pipe element of the feed-through , and the flange element coming from the axial direction facing away from the pipe element is inserted into the recess , and wherein further the flange body projects outwardly beyond the flange element , namely with respect to the spacing directions , and wherein the flange body is profiled for stiffening when viewed in an axis-parallel section.
An endless belt as an intermediate print substrate for an apparatus for indirectly printing on rollable, in particular cylindrical parts , characterised in that the endless belt is injection-moulded in an injection moulding process as a closed belt loop in one piece continuously in the circumferential direction and thus joint-free, and in that at least one reinforcing filament , which is inserted in a here used injection mould in several turns in a circumferential direction of the endless belt to be obtained, is insert-moulded simultaneously.
Grinding roller for use in a pair of grinding rollers, in particular a pair of grain rollers, comprising - at least one sensor for detecting values that characterize a state of the grinding roller, the sensor being arranged in a receiving opening of the grinding roller , - at least one data transmitter for contactless transmission of the detected values of the at least one sensor to a data receiver, characterized in that the sensor is enclosed in the receiving opening by means of a cap made of ceramic material. - at least one sensor for detecting values that characterize a state of the grinding roller, the sensor being arranged in a receiving opening of the grinding roller , - at least one data transmitter for contactless transmission of the detected values of the at least one sensor to a data receiver,
A method performed by a device for communicating in a wireless network comprising: transmitting, prior to network association, a request to a first access point for information about a first wireless network , wherein the request comprises an access network query protocol, ANQP, message; receiving, prior to network association, a response from the first access point , including the information, wherein the response comprises an ANQP message; and storing the information with an identifier related to the first access point , wherein the identifier comprises a homogeneous extended service set identifier, HESSID. transmitting, prior to network association, a request to a first access point for information about a first wireless network , wherein the request comprises an access network query protocol, ANQP, message; receiving, prior to network association, a response from the first access point , including the information, wherein the response comprises an ANQP message; and storing the information with an identifier related to the first access point , wherein the identifier comprises a homogeneous extended service set identifier, HESSID.
A nose cone configured to be mounted to a hub in a turbo machine, said nose cone comprising: a flange extending radially around a central axis and axially from an apex portion of said nose cone to a base portion of said nose cone, said flange forming an annular hub mating surface at said base portion and having an outer surface defining an air flow path; and a plurality of hub mounting elements comprising: one or more bayonet flanges disposed around the circumference of said base portion , each of said bayonet flanges forming a bayonet flange hub engaging surface parallel to and facing in the opposite direction as said hub mating surface ; two or more apertures defined by said flange forming said annular hub mating surface , each of said apertures configured to receive a balancing weight and balancing weight fastener therein; characterized in that the plurality of hub mounting elements comprises: one or more flexible spring flanges disposed around the circumference of said base portion , each of said flexible spring flanges forming a flexible spring flange hub engaging surface parallel to and facing in the same direction as said hub mating surface . a flange extending radially around a central axis and axially from an apex portion of said nose cone to a base portion of said nose cone, said flange forming an annular hub mating surface at said base portion and having an outer surface defining an air flow path; and a plurality of hub mounting elements comprising: one or more bayonet flanges disposed around the circumference of said base portion , each of said bayonet flanges forming a bayonet flange hub engaging surface parallel to and facing in the opposite direction as said hub mating surface ; two or more apertures defined by said flange forming said annular hub mating surface , each of said apertures configured to receive a balancing weight and balancing weight fastener therein; one or more bayonet flanges disposed around the circumference of said base portion , each of said bayonet flanges forming a bayonet flange hub engaging surface parallel to and facing in the opposite direction as said hub mating surface ; two or more apertures defined by said flange forming said annular hub mating surface , each of said apertures configured to receive a balancing weight and balancing weight fastener therein;
At an initiating wireless station, STA, a method comprising: transmitting an initial fine timing measurement, FTM, request message to a responding STA comprising one or more fields specifying an extended duration greater than 4.0 seconds for a requested FTM session; receiving, from the responding STA, an initial FTM message transmitted in response to the initial FTM request message , wherein based on transmission of the initial FTM request message and receiving of the initial FTM message first parameters are negotiated, wherein the first parameters are one or more of a number of bursts parameter, a frames per burst parameter, a minimum time between FTM messages parameter, a burst period parameter or a burst duration parameter; transmitting a FTM request trigger message to the responding STA to inform the responding STA that the initiating STA is prepared to accept FTM messages that are part of a burst of FTM messages; and characterised by receiving, in response to the FTM request trigger message , a fine timing measurement, FTM, message from the responding STA comprising one or more fields specifying a requested alteration in one or more parameters of the first parameters for the requested FTM session. transmitting an initial fine timing measurement, FTM, request message to a responding STA comprising one or more fields specifying an extended duration greater than 4.0 seconds for a requested FTM session; receiving, from the responding STA, an initial FTM message transmitted in response to the initial FTM request message , wherein based on transmission of the initial FTM request message and receiving of the initial FTM message first parameters are negotiated, wherein the first parameters are one or more of a number of bursts parameter, a frames per burst parameter, a minimum time between FTM messages parameter, a burst period parameter or a burst duration parameter; transmitting a FTM request trigger message to the responding STA to inform the responding STA that the initiating STA is prepared to accept FTM messages that are part of a burst of FTM messages; and characterised by receiving, in response to the FTM request trigger message , a fine timing measurement, FTM, message from the responding STA comprising one or more fields specifying a requested alteration in one or more parameters of the first parameters for the requested FTM session.