mhurhangee/ep-ind-claims huggingface dataset:
A system for determining material take-off from a 2D drawing, the system including: a pre-processing component operable to receive and pre-process one or more 2D drawings to provide one or more processed images; a categoriser component operable to receive the processed image from the pre-processing component, the categoriser component including one or more pre-trained convolutional neural networks, the categoriser component operable to determine the type of the processed image from one or more categories of drawing types in order to match category of drawing-types with appropriate one or more pre-trained material identifying neural networks; a material identifier component operable to receive the category of drawing-types, and determine suitable pre-trained material identifying neural network to apply to the processed image, and generate a multi-dimension matrix of values associated with the processed image wherein each value in the multi-dimension matrix represents the probability that a feature in the processed image is present and to generate one or more of such a multi-dimension matrix as one or more multi-dimension probability matrices denoted MPMs for the processed image; an MPM decoding component operable to decode the one or more MPMs generated by the material identifier component to produce one or more data objects for each feature found in the processed image; and an output component operable to provide one or more of: a unique identifier for each feature; a list of coordinates indicating the location of the feature on the processed image; and/or a list of coordinates describing the location of any text or other encoded information that is associated with the feature. a pre-processing component operable to receive and pre-process one or more 2D drawings to provide one or more processed images; a categoriser component operable to receive the processed image from the pre-processing component, the categoriser component including one or more pre-trained convolutional neural networks, the categoriser component operable to determine the type of the processed image from one or more categories of drawing types in order to match category of drawing-types with appropriate one or more pre-trained material identifying neural networks; a material identifier component operable to receive the category of drawing-types, and determine suitable pre-trained material identifying neural network to apply to the processed image, and generate a multi-dimension matrix of values associated with the processed image wherein each value in the multi-dimension matrix represents the probability that a feature in the processed image is present and to generate one or more of such a multi-dimension matrix as one or more multi-dimension probability matrices denoted MPMs for the processed image; an MPM decoding component operable to decode the one or more MPMs generated by the material identifier component to produce one or more data objects for each feature found in the processed image; and
A method for wireless communications by a user equipment, UE, comprising: determining, by the UE, a set of data resource elements, REs, used for Coordinated Multipoint, CoMP, operation, wherein the determination is based on a CoMP scheme and on data REs available to particular base stations involved in the CoMP operation and on a signaling that provides an explicit indication of a starting symbol index of data REs; and processing data received via the CoMP operation on the determined set of data REs; wherein the determination is based on a union of data REs used by each of the particular base stations involved in the CoMP operation, and wherein the processing comprises processing common modulation symbols, transmitted by each of the particular base stations involved in the CoMP operation on a subset of the union of data REs. determining, by the UE, a set of data resource elements, REs, used for Coordinated Multipoint, CoMP, operation, wherein the determination is based on a CoMP scheme and on data REs available to particular base stations involved in the CoMP operation and on a signaling that provides an explicit indication of a starting symbol index of data REs; and processing data received via the CoMP operation on the determined set of data REs; wherein the determination is based on a union of data REs used by each of the particular base stations involved in the CoMP operation, and wherein the processing comprises processing common modulation symbols, transmitted by each of the particular base stations involved in the CoMP operation on a subset of the union of data REs.
A method for forming a matrix of light-emitting diode, LED, elements (11, 21, 31) of different colours, comprising: epitaxially growing a first layer on a GaN sacrificial layer, the first layer comprising a stacked structure of a first n-doped GaN layer, a first p-doped GaN layer, and a first In x Ga (1-x) N layer arranged therebetween, wherein x lies within the range of 0.10-0.75; patterning the first layer to form a first array of first LED elements arranged to emit light of a first colour; forming a first etch mask protecting the first array and comprising a plurality of first trenches exposing the sacrificial layer; epitaxially growing a second array of second LED elements in the plurality of first trenches, wherein the second LED elements are arranged to emit light of a second colour and comprise a stacked structure of a second n-doped GaN layer, a second p-doped GaN layer, and a second In y Ga (1-y) N layer arranged therebetween, wherein y lies within the range of 0.20-0.28; forming a second etch mask protecting the second array and comprising a plurality of second trenches exposing the sacrificial layer; and epitaxially growing a third array of third LED elements in the plurality of second trenches, wherein the third LED elements are arranged to emit light of a third colour and comprise a stacked structure of a third n-doped GaN layer, a third p-doped GaN layer, and a third In z Ga (1-z) N layer arranged therebetween, wherein z lies within the range of 0.28-0.33; wherein the first, second and third arrays form the matrix. epitaxially growing a first layer on a GaN sacrificial layer, the first layer comprising a stacked structure of a first n-doped GaN layer, a first p-doped GaN layer, and a first In x Ga (1-x) N layer arranged therebetween, wherein x lies within the range of 0.10-0.75; patterning the first layer to form a first array of first LED elements arranged to emit light of a first colour; forming a first etch mask protecting the first array and comprising a plurality of first trenches exposing the sacrificial layer; epitaxially growing a second array of second LED elements in the plurality of first trenches, wherein the second LED elements are arranged to emit light of a second colour and comprise a stacked structure of a second n-doped GaN layer, a second p-doped GaN layer, and a second In y Ga (1-y) N layer arranged therebetween, wherein y lies within the range of 0.20-0.28; forming a second etch mask protecting the second array and comprising a plurality of second trenches exposing the sacrificial layer; and epitaxially growing a third array of third LED elements in the plurality of second trenches, wherein the third LED elements are arranged to emit light of a third colour and comprise a stacked structure of a third n-doped GaN layer, a third p-doped GaN layer, and a third In z Ga (1-z) N layer arranged therebetween, wherein z lies within the range of 0.28-0.33; wherein the first, second and third arrays form the matrix.
A stent comprising: a plurality of first circumferential bands containing a pattern of loops at a first frequency and disposed in phase relative to one another; a plurality of second circumferential bands containing a pattern of loops at a second frequency higher than said first frequency, said second circumferential bands consecutively alternating with said first circumferential bands along a longitudinal axis of the stent, said second circumferential band alternately joining to neighboring bands of said first circumferential bands, said first circumferential bands and said second circumferential bands forming a plurality of cells, wherein each cell consists essentially of one loop of said first circumferential band and three loops of said second circumferential band, said loops opening toward the inside of the cell, and said first circumferential bands are adapted to provide radial support upon expansion of the stent and said second circumferential bands are adapted to provide longitudinal flexibility to the stent. a plurality of first circumferential bands containing a pattern of loops at a first frequency and disposed in phase relative to one another; a plurality of second circumferential bands containing a pattern of loops at a second frequency higher than said first frequency, said second circumferential bands consecutively alternating with said first circumferential bands along a longitudinal axis of the stent, said second circumferential band alternately joining to neighboring bands of said first circumferential bands, said first circumferential bands and said second circumferential bands forming a plurality of cells, wherein each cell consists essentially of one loop of said first circumferential band and three loops of said second circumferential band, said loops opening toward the inside of the cell, and said first circumferential bands are adapted to provide radial support upon expansion of the stent and said second circumferential bands are adapted to provide longitudinal flexibility to the stent.
A vent comprising: a vent body; at least one air flow channel through the body between a front face and a rear face of the body, the at least one air flow channel including at least one aperture provided in the rear face of the body; and at least one flap valve pivotably mounted within the body along a lower edge thereof, the or each valve having a first, normal position in which air is permitted to flow through an airflow channel and a second position in which the valve pivots in the presence of water to seal the air flow channel, wherein the valve is mounted adjacent the rear face of the body and includes a plate having a substantially planarface for engaging with the rear face of the body, characterised in that the valve is float controlled and in that the plate is provided with one or more aperture closures projecting from the planar surface of the plate into the at least one aperture in the rear face in the second position of the valve, the one or more aperture closures being dimensioned to fit closely within the at least one aperture.
Roller door, comprising a door hanging of flexible material, a rotatably mounted, drivable winding shaft for mounting and moving the door hanging, door columns (4, 5) comprising guide rails (6, 7) for guiding the door hanging, means for detecting the lower and upper end positions of the door hanging for the purpose of switching off a drive unit rotating the winding shaft and means for producing tensioning of the hanging, which means engage the lower section of the door hanging at least at the time of the movement 'opening' and the movement 'closing', wherein the door hanging guided in the guide rails (6, 7) of the door column (4, 5) has a closure strip in its lower region, wherein a respective unlatching unit (12, 13) is arranged at each of the mutually opposite ends (10, 11) of the closure strip, wherein each unlatching unit (12, 13) engages in the corresponding guide rail (6, 7) of the door columns (4, 5) and wherein each unlatching unit (12, 13) is multi-part and has at least two parts, characterised in that the at least two parts of each unlatching unit, i.e. a guiding part and a part guided at the guiding part, are so mechanically positively and frictionally retained at one another that these two basic elements (14, 21) of each unlatching unit (12, 13) are displaceable against one another and movable relative to one another.
A system for detection and monitoring of body exudates, comprising: an absorbent article; and a first gas emitting substance within the absorbent article, wherein the first gas emitting substance emits a first gas when the absorbent article is first contacted with a liquid insult; characterized in that the system further comprises a second gas emitting substance within the absorbent article, wherein the second gas emitting substance emits a second gas when the absorbent article is nearing its maximum absorbent capacity; and a device in association with the absorbent article, comprising at least two gas sensitive compositions, wherein the colour of the device changes in a first manner when the device is contacted with the first gas, and wherein the colour of the device changes in a second manner when the device is contacted with the second gas; wherein the device is a badge, watch or sticker; wherein the device in association with the absorbent article is in close enough proximity to the absorbent article to detect the first and second gases emitted from the first and second gas emitting substances. an absorbent article; and a first gas emitting substance within the absorbent article, wherein the first gas emitting substance emits a first gas when the absorbent article is first contacted with a liquid insult; characterized in that the system further comprises a second gas emitting substance within the absorbent article, wherein the second gas emitting substance emits a second gas when the absorbent article is nearing its maximum absorbent capacity; and a device in association with the absorbent article, comprising at least two gas sensitive compositions, wherein the colour of the device changes in a first manner when the device is contacted with the first gas, and wherein the colour of the device changes in a second manner when the device is contacted with the second gas; wherein the device is a badge, watch or sticker; wherein the device in association with the absorbent article is in close enough proximity to the absorbent article to detect the first and second gases emitted from the first and second gas emitting substances.
A method for controlling the admission of media content into a network, comprising: by an admission control authority, accessing a request for authorization to transfer media content, wherein said request for authorization is from a server of a plurality of servers (301A, 301B, 301 C) and comprises details of a request for media content made to said server of said plurality of servers; by said admission control authority, determining whether said server will be authorized to accommodate said request for media content; and by said admission control authority, generating a message that is accessible by said server, wherein an admission of media content by said server is coordinated with admissions of media content by said plurality of servers (301A, 301B, 301 C), wherein said message is generated during communications between said server and a client (101A, 101B, 101C) that precede the issuance of a command from said client to said server to initiate admission of said media content, said method being characterised by: said determining whether said server will accommodate said request for media content is based on data accessed from each of said servers and from communications links of said network, wherein based on said details of said request for media content said admission control authority determines which network link corresponds to said request for media content, what the current state of the link is and how admission control policy set by a system administrator will affect the request, and wherein said coordination is based on requests of said plurality of servers. by an admission control authority, accessing a request for authorization to transfer media content, wherein said request for authorization is from a server of a plurality of servers (301A, 301B, 301 C) and comprises details of a request for media content made to said server of said plurality of servers; by said admission control authority, determining whether said server will be authorized to accommodate said request for media content; and by said admission control authority, generating a message that is accessible by said server, wherein an admission of media content by said server is coordinated with admissions of media content by said plurality of servers (301A, 301B, 301 C), wherein said message is generated during communications between said server and a client (101A, 101B, 101C) that precede the issuance of a command from said client to said server to initiate admission of said media content, said determining whether said server will accommodate said request for media content is based on data accessed from each of said servers and from communications links of said network, wherein based on said details of said request for media content said admission control authority determines which network link corresponds to said request for media content, what the current state of the link is and how admission control policy set by a system administrator will affect the request, and wherein said coordination is based on requests of said plurality of servers.
A process control system, comprising: a controller configured to communicatively couple to a lithography tool fabricating a current layer to provide control parameters to maintain overlay error between the current layer and one or more previous layers within a selected specification, the controller including one or more processors configured to execute program instructions configured to cause the one or more processors to: receive after-development inspection data after a lithography step for the current layer from an ADI, the ADI data including ADI overlay data indicative of overlay errors between the current layer and the one or more previous layers, the ADI data further including ADI flag data indicative of process deviations during fabrication of the one or more previous layers; receive after etch inspection overlay data after an exposure step of the current layer from an AEI tool, the AEI overlay data indicative of overlay errors between the current layer and the one or more previous layers, wherein a non-zero offset corresponds to a difference between overlay error determined from ADI data and AEI overlay data; train a non-zero offset predictor with ADI data and AEI overlay data from one or more training samples to predict a non-zero offset from ADI data; generate values of the control parameters of the lithography tool fabricating the current layer of at least one production sample using ADI data from one or more previous production samples and non-zero offsets generated by the non-zero offset predictor based on the ADI data from the one or more previous production samples; and provide the values of the control parameters to the lithography tool for fabricating the current layer on the at least one production sample. receive after-development inspection data after a lithography step for the current layer from an ADI, the ADI data including ADI overlay data indicative of overlay errors between the current layer and the one or more previous layers, the ADI data further including ADI flag data indicative of process deviations during fabrication of the one or more previous layers; receive after etch inspection overlay data after an exposure step of the current layer from an AEI tool, the AEI overlay data indicative of overlay errors between the current layer and the one or more previous layers, wherein a non-zero offset corresponds to a difference between overlay error determined from ADI data and AEI overlay data; train a non-zero offset predictor with ADI data and AEI overlay data from one or more training samples to predict a non-zero offset from ADI data; generate values of the control parameters of the lithography tool fabricating the current layer of at least one production sample using ADI data from one or more previous production samples and non-zero offsets generated by the non-zero offset predictor based on the ADI data from the one or more previous production samples; and provide the values of the control parameters to the lithography tool for fabricating the current layer on the at least one production sample.
An initialization apparatus for an optic-electric hybrid access device, comprising: a multi-user-side-interface unit module, a power supply and detection module, a processing module and an optical network unit ONU, module of a passive optical network, characterized in that the ONU module of the passive optical network is connected to an optical line terminal OLT, and to the multi-user-side-interface unit module; the multi-user-side-interface unit module comprises a plurality of ports, each port corresponds to an electrical interface, and the power supply and detection module is connected between the plurality of ports of the multi-user-side-interface unit module and the electrical interfaces; wherein the plurality of electrical interfaces of the multi-user-side-interface unit module are connected to a plurality of user cables; the power supply and detection module is configured to: detect a reverse power supply state of the electrical interface corresponding to each port of the multi-user-side-interface unit module in real time, and obtain a detection result of each electrical interface and send the detection result of each electrical interface to the processing module; the processing module is configured to, when the detection result of any electrical interface is that there is a reverse power supply, enable an initialization capability of a port corresponding to that electrical interface in the multi-user-side-interface unit module; and when the detection result of any electrical interface is that there is no reverse power supply, disable an initialization capability of a port corresponding to that electrical interface in the multi-user-side-interface unit module; the ONU module of the passive optical network comprises a plurality of logical ONUs or a plurality of physical ONUs, and each logical ONU or each physical ONU is respectively registered and de-registered to the connected OLT; the processing module is configured to make a corresponding logical ONU start a de-registration to the OLT when the detection result of the electric interface is that there is no reverse power supply.