mhurhangee/ep-ind-claims huggingface dataset:
A method for training a convolution neural network, CNN, for classification of an action performed by a subject in a video; the method being characterized in that it comprises the implementation, by a data processor of a first server, of steps of: (a) For each video of a base of training videos depicting said subject performing already classified actions, for each frame ( t ∈ 〚 1; T 〛) of said video, for each of at least one keypoint ( j ∈ 〚 1; n 〛) of the subject, generating a heatmap H j t of the keypoint ( j) representing a position estimation of the keypoint ( j) within said frame ( t); colorizing each heatmap H j t t ∈ 〚 1; T 〛, j ∈ 〚 1; n 〛 as a function of the relative time of the corresponding frame (t) in the video; for each keypoint ( j ∈ 〚 1; n 〛), aggregating all the colorized heatmaps C j t of the keypoint ( j) into at least one image ( S j,Uj,I j,N j) representing the evolution of the position estimation of the keypoint ( j) during the video; (b) Training the CNN using as input the sets associated to each training video of images ( S j,Uj, I j, N j) representing the evolution of the position estimation of each keypoint ( j) during the video. (a) For each video of a base of training videos depicting said subject performing already classified actions, for each frame ( t ∈ 〚 1; T 〛) of said video, for each of at least one keypoint ( j ∈ 〚 1; n 〛) of the subject, generating a heatmap H j t of the keypoint ( j) representing a position estimation of the keypoint ( j) within said frame ( t); colorizing each heatmap H j t t ∈ 〚 1; T 〛, j ∈ 〚 1; n 〛 as a function of the relative time of the corresponding frame (t) in the video; for each keypoint ( j ∈ 〚 1; n 〛), aggregating all the colorized heatmaps C j t of the keypoint ( j) into at least one image ( S j,Uj,I j,N j) representing the evolution of the position estimation of the keypoint ( j) during the video; for each frame ( t ∈ 〚 1; T 〛) of said video, for each of at least one keypoint ( j ∈ 〚 1; n 〛) of the subject, generating a heatmap H j t of the keypoint ( j) representing a position estimation of the keypoint ( j) within said frame ( t); colorizing each heatmap H j t t ∈ 〚 1; T 〛, j ∈ 〚 1; n 〛 as a function of the relative time of the corresponding frame (t) in the video; for each keypoint ( j ∈ 〚 1; n 〛), aggregating all the colorized heatmaps C j t of the keypoint ( j) into at least one image ( S j,Uj,I j,N j) representing the evolution of the position estimation of the keypoint ( j) during the video; (b) Training the CNN using as input the sets associated to each training video of images ( S j,Uj, I j, N j) representing the evolution of the position estimation of each keypoint ( j) during the video.
Thermal-magnetic tripping mechanism for a circuit-breaker type electrical cut-off device, comprising a magnetic circuit with a mobile vane pivoting relative to a fixed cylinder head forming the rest of the magnetic circuit, said cylinder head having a U-shaped cross-section and surrounding a thermal bimetal switch connected electrically to a terminal of the device, return means holding the vane in an open position relative to the cylinder head in the absence of a short-circuit current, the terminal and the cylinder head being fixed to one another and to an intermediate piece fitted with pivotable bearings (7, 7') for the vane, the assembly forming a subassembly in a single piece, characterised in that the terminal is in the form of an L the back of which is joined to the base of the cylinder head in the form of a trough, the intermediate piece being fixed between said base and the back of the terminal, said piece enveloping at least partially the outside of the cylinder head and comprising two arms passing in a direction that appears to be axial, the ends of said arms having opposite openings (7, 7') in which the vane pivots.
A continuous organic-inorganic resin with grafted functional groups bridging the organic-inorganic boundary comprising: a host resin network, wherein said host resin network comprises epoxy, polyimide epoxy, polyimide, polyester, polybutadiene, liquid crystal epoxy, or cyanate-ester; and inorganic high thermal conductivity fillers evenly dispersed in said host resin network and essentially completely co-reacted with said host resin network; wherein said high thermal conductivity fillers have a length of between 1-1000 nm and an aspect ratio of 10-50; wherein said high thermal conductivity fillers are selected from at least one of oxides, nitrides, and carbides, wherein said at least one of oxides, nitrides, and carbides comprise Al2O3, AIN, MgO, ZnO, BeO, BN, Si3N4, SiC and SiO2, with mixed stoichiometric and non-stoichiometric combinations; wherein said high thermal conductivity fillers have surface functional groups that are grafted to said high thermal conductivity fillers and wherein said surface functional groups allow for the essentially complete co-reactivity with said host resin network, wherein said functional groups comprise 4-trimethoxysilyl tetra-hydrophthalic anhydride functional groups; wherein said continuous organic-inorganic resin comprises a maximum of 60% by volume of said high thermal conductivity fillers. a host resin network, wherein said host resin network comprises epoxy, polyimide epoxy, polyimide, polyester, polybutadiene, liquid crystal epoxy, or cyanate-ester; and inorganic high thermal conductivity fillers evenly dispersed in said host resin network and essentially completely co-reacted with said host resin network; wherein said high thermal conductivity fillers have a length of between 1-1000 nm and an aspect ratio of 10-50; wherein said high thermal conductivity fillers are selected from at least one of oxides, nitrides, and carbides, wherein said at least one of oxides, nitrides, and carbides comprise Al2O3, AIN, MgO, ZnO, BeO, BN, Si3N4, SiC and SiO2, with mixed stoichiometric and non-stoichiometric combinations; wherein said high thermal conductivity fillers have surface functional groups that are grafted to said high thermal conductivity fillers and wherein said surface functional groups allow for the essentially complete co-reactivity with said host resin network, wherein said functional groups comprise 4-trimethoxysilyl tetra-hydrophthalic anhydride functional groups; wherein said continuous organic-inorganic resin comprises a maximum of 60% by volume of said high thermal conductivity fillers.
A titanium sheet comprising the following chemical components in mass%: Cu: 0.70 to 1.50%, Cr: 0 to 0.40%, Mn: 0 to 0.50%, Si: 0.10 to 0.30%, O: 0 to 0.10%, Fe: 0 to 0.06%, N: 0 to 0.03%, C: 0 to 0.08%, H: 0 to 0.013%, impurity elements besides the above: 0 to 0.1% each, with a total amount of the elements being 0.3% or less, and the balance: Ti, wherein A value defined by Formula below is 1.15 to 2.5 mass%, and the titanium sheet having a metal microstructure in which, an area fraction of an α phase is 95% or more, an area fraction of a β phase is 5% or less, and an area fraction of an intermetallic compound is 1% or less, wherein an average crystal grain size D (μm) of the α phase is 20 to 70 μm and satisfies Formula below, A = Cu + 0.98 Cr + 1.16 Mn + 3.4 Si D μm ≥ 0.8064 × e 45.588 O where e is the base of a natural logarithm. Cu: 0.70 to 1.50%, Cr: 0 to 0.40%, Mn: 0 to 0.50%, Si: 0.10 to 0.30%, O: 0 to 0.10%, Fe: 0 to 0.06%, N: 0 to 0.03%, C: 0 to 0.08%, H: 0 to 0.013%, impurity elements besides the above: 0 to 0.1% each, with a total amount of the elements being 0.3% or less, and the balance: Ti, wherein A value defined by Formula below is 1.15 to 2.5 mass%, and the titanium sheet having a metal microstructure in which, an area fraction of an α phase is 95% or more, an area fraction of a β phase is 5% or less, and an area fraction of an intermetallic compound is 1% or less, wherein an average crystal grain size D (μm) of the α phase is 20 to 70 μm and satisfies Formula below, A = Cu + 0.98 Cr + 1.16 Mn + 3.4 Si D μm ≥ 0.8064 × e 45.588 O where e is the base of a natural logarithm.
A method for synchronizing a massive multiple-input multiple-output, MIMO, link between an access point, AP, (101; 630; 701) and a contaminating AP (102; 702), the method comprising the following successive steps: detecting, by an AP (101; 630; 701), a contaminating AP (102; 702), wherein the contaminating AP (102; 702) interferes with communication between the AP (101; 630; 701) and other UEs (110, 120; 710, 720) in communication with the AP (101; 630; 701); and extracting, by the AP (101; 630; 701), a broadcasted pilot from a first channel provided on a downlink, DL, part of a data frame, wherein the broadcasted pilot is sent by the contaminating AP (102; 702), wherein the first channel enables the AP (101; 630; 701) to directly communicate and synchronize with the contaminating AP (102; 702) via a direct communication. detecting, by an AP (101; 630; 701), a contaminating AP (102; 702), wherein the contaminating AP (102; 702) interferes with communication between the AP (101; 630; 701) and other UEs (110, 120; 710, 720) in communication with the AP (101; 630; 701); and extracting, by the AP (101; 630; 701), a broadcasted pilot from a first channel provided on a downlink, DL, part of a data frame, wherein the broadcasted pilot is sent by the contaminating AP (102; 702), wherein the first channel enables the AP (101; 630; 701) to directly communicate and synchronize with the contaminating AP (102; 702) via a direct communication.
A circuit arrangement for a field device, wherein the circuit arrangement comprises: an input; an output; a current-limiting element (205, 211); at least two diodes, which are connected in form of a serial connection; wherein the circuit arrangement is designed to transmit a useful signal along a useful-signal path from the input to the output; wherein the diodes are wired in the useful-signal path; wherein the input and the output are separated from each other by means of direct-current separation; wherein the current-limiting element (205, 211) is arranged outside the useful-signal path; wherein an anode of a first diode of the serial connection of diodes is connected to a cathode of a second diode of the serial connection of diodes; and wherein an anode of the second diode is connected to the current-limiting element (205, 211) and to the direct-current separation. an input; an output; a current-limiting element (205, 211); at least two diodes, which are connected in form of a serial connection; wherein the circuit arrangement is designed to transmit a useful signal along a useful-signal path from the input to the output; wherein the diodes are wired in the useful-signal path; wherein the input and the output are separated from each other by means of direct-current separation; wherein the current-limiting element (205, 211) is arranged outside the useful-signal path; wherein an anode of a first diode of the serial connection of diodes is connected to a cathode of a second diode of the serial connection of diodes; and wherein an anode of the second diode is connected to the current-limiting element (205, 211) and to the direct-current separation.
Method for current measurement at a converter, in which method the respective phase current (i j) is determined at the outputs of the converter by current measurement devices in order to feed said phase current to a control device associated with the converter, wherein the respective phase current (i j) to be ascertained at an output of the converter is measured independently of at least two current measurement devices (4, 5; 4', 5'), wherein the measurement results of the two current measurement devices (4, 5; 4', 5') are used for the determination of the respective phase current, characterized in that the measurement range of the current measurement devices (4, 5; 4', 5') during measurement operation can be set by virtue of the measurement range in each case being able to be switched over between at least two prescribed measurement ranges and in that the measurement range of current measurement devices (4, 5; 4', 5') that measure the phase current (i j) at the same output of the converter is switched over alternately so that at least one other current measurement device (4', 5') continues to measure the phase current (i j) during the switchover of the measurement range of a current measurement device (4, 5).
A solar cell module comprising: a first cover in a form of a plate having at least a transparent portion; a second cover disposed to face the first cover; at least one solar cell disposed between the first cover and the second cover; a sealing material which fills a space between the first cover and the second cover and joins them together to thus seal the solar cell; and a conductor (221, 231) electrically connected to the solar cell and surrounded by the sealing material between the first cover and the second cover, wherein at least one of the first cover and the second cover has a positioning portion to position the conductor, the conductor is in contact with at least one of the first and second covers having the positioning portion, and the positioning portion is inserted through a through hole (221a, 231a) of the conductor, the solar cell module being characterized in that the positioning portion has a tip thermally caulked to have an increased diameter such that the tip is larger in diameter than the through hole (221a, 231a) of the conductor so as to position the conductor between the tip and the at least one of the first and second covers having the positioning portion. a first cover in a form of a plate having at least a transparent portion; a second cover disposed to face the first cover; at least one solar cell disposed between the first cover and the second cover; a sealing material which fills a space between the first cover and the second cover and joins them together to thus seal the solar cell; and a conductor (221, 231) electrically connected to the solar cell and surrounded by the sealing material between the first cover and the second cover, wherein at least one of the first cover and the second cover has a positioning portion to position the conductor, the conductor is in contact with at least one of the first and second covers having the positioning portion, and the positioning portion is inserted through a through hole (221a, 231a) of the conductor, the solar cell module being characterized in that the positioning portion has a tip thermally caulked to have an increased diameter such that the tip is larger in diameter than the through hole (221a, 231a) of the conductor so as to position the conductor between the tip and the at least one of the first and second covers having the positioning portion.
A sliding member, comprising: a base material; and a thermal spray coating formed on a sliding surface of the base material, wherein the thermal spray coating includes a molybdenum phase, a chromium carbide phase and a nickel chromium alloy phase; the molybdenum phase, the chromium carbide phase and the nickel chromium alloy phase are deposited on the sliding surface of the base material; T CrC /T Mo is 0.46 to 1.00 where an average value of thicknesses of the chromium carbide phases in a direction perpendicular to the sliding surface of the base material is T CrR, and an average value of thicknesses of the molybdenum phases in the direction perpendicular to the sliding surface of the base material is T Mo; and wherein the T Mo is 1.4 to 4.2 μm; and the T CrC is 1.1 to 2.2 μm.
An isolated immunoglobulin molecule that specifically binds to either an extracellular domain of a human leucine-rich repeat-containing G protein-coupled receptor protein or to a human R-spondin (RSPO) protein and is capable of inhibiting growth of a solid tumor by disrupting binding of a human RSPO protein to a human LGR protein; wherein the specific binding of the immunoglobulin molecule is through at least one antigen recognition site within a variable region of the immunoglobulin molecule; and wherein the immunoglobulin molecule is monoclonal; and wherein the LGR protein is LGR4, LGR5, or LGR6.
A method performed by a network node, comprising: obtaining, from a terminal device, a channel quality indication, CQI, value reported by the terminal device for an anchor physical resource block, PRB; and determining, for the anchor PRB, a first signal to interference plus noise ratio, SINR, of a downlink channel, based at least on the CQI value; characterized in that the method comprises: determining whether a difference between transmission powers on the anchor PRB and a non-anchor PRB is to cause the non-anchor PRB to have a different SINR than the first SINR; and determining, for the non-anchor PRB, a second SINR of the downlink channel, based at least on the first SINR and the determination of whether the difference between the transmission powers is to cause the non-anchor PRB to have a different SINR than the first SINR. obtaining, from a terminal device, a channel quality indication, CQI, value reported by the terminal device for an anchor physical resource block, PRB; and determining, for the anchor PRB, a first signal to interference plus noise ratio, SINR, of a downlink channel, based at least on the CQI value; characterized in that the method comprises: determining whether a difference between transmission powers on the anchor PRB and a non-anchor PRB is to cause the non-anchor PRB to have a different SINR than the first SINR; and determining, for the non-anchor PRB, a second SINR of the downlink channel, based at least on the first SINR and the determination of whether the difference between the transmission powers is to cause the non-anchor PRB to have a different SINR than the first SINR. determining whether a difference between transmission powers on the anchor PRB and a non-anchor PRB is to cause the non-anchor PRB to have a different SINR than the first SINR; and determining, for the non-anchor PRB, a second SINR of the downlink channel, based at least on the first SINR and the determination of whether the difference between the transmission powers is to cause the non-anchor PRB to have a different SINR than the first SINR.
A method for a wireless device, WD, for selecting a communication interface, the WD supporting communication with a network node, the method comprising: determining a WD positioning information status which is one of up-to-date and obsolete and a cellular coverage status which is one of in coverage and out of coverage; determining a WD state such as in/out of coverage and up-to-date/obsolete based on the determined WD positioning information status and the cellular coverage status; transmitting a position information by the WD based on the determined WD state; and selecting the communication interface based at least in part on the determined WD state. determining a WD positioning information status which is one of up-to-date and obsolete and a cellular coverage status which is one of in coverage and out of coverage; determining a WD state such as in/out of coverage and up-to-date/obsolete based on the determined WD positioning information status and the cellular coverage status; transmitting a position information by the WD based on the determined WD state; and selecting the communication interface based at least in part on the determined WD state.
A system for delivering Very High Energy Electron, VHEE, beams to a targeted tissue in a patient, the system comprising: one or more accelerators configured to generate one or more VHEE beams having an energy in the range 50 - 250 MeV; one or more beam steering devices configured for receiving the one or more VHEE beams from the one or more accelerators and steering the one or more VHEE beams toward the targeted tissue from multiple directions without requiring movement of any mechanical parts; and a controller capable of controlling a length of time that the one or more VHEE beams irradiate the targeted tissue to be less than 10 seconds. one or more accelerators configured to generate one or more VHEE beams having an energy in the range 50 - 250 MeV; one or more beam steering devices configured for receiving the one or more VHEE beams from the one or more accelerators and steering the one or more VHEE beams toward the targeted tissue from multiple directions without requiring movement of any mechanical parts; and a controller capable of controlling a length of time that the one or more VHEE beams irradiate the targeted tissue to be less than 10 seconds.
A method of monitoring and controlling self-configuring IP addressable devices in an IP connected system, comprising: connecting an external manager to a communication protocol comprising a network; connecting a first device to the external manager via a communication link; assigning a unique top-level IP address to said first device; publishing a first sub-node IP address by the first device; and connecting a second device to said first device, wherein the first device is a master device, and the second device is identified as a slave device and obtains said first sub-node IP address when connected to the first device; and wherein the network and the master and slave devices are self-configuring through the use of Ethernet routing tables to match physical connections to network displays, the self-configuring comprising the second device creating a second sub-node address, which is then routable back and forth through the devices connected to each other, so that the first and second devices register which node is above them and which node is below them. connecting an external manager to a communication protocol comprising a network; connecting a first device to the external manager via a communication link; assigning a unique top-level IP address to said first device; publishing a first sub-node IP address by the first device; and connecting a second device to said first device, wherein the first device is a master device, and the second device is identified as a slave device and obtains said first sub-node IP address when connected to the first device; and wherein the network and the master and slave devices are self-configuring through the use of Ethernet routing tables to match physical connections to network displays, the self-configuring comprising the second device creating a second sub-node address, which is then routable back and forth through the devices connected to each other, so that the first and second devices register which node is above them and which node is below them.