mhurhangee/ep-ind-claims huggingface dataset:
A computer-implemented method for determining whether a video frame is of a 3D TB type (Top-Bottom) or a 3D LR type (Left-Right) frame, the method comprising the steps of: - receiving a video frame; - extracting portions of the frame, each portion belonging to a distinct quarter of the frame (100, 120) and being positioned at the same fragment of the quarter; - calculating characteristic pixel parameters for each portion; - comparing the characteristic pixel parameters of at least two different pairs of portions; - generating a frame type indicator based on the result of comparison of the characteristic pixel parameters; characterized in that - the characteristic pixel parameters are color histograms; - the portions of the frame comprise a portion of the top-left quarter of the frame, a portion of the top-right quarter of the frame and a portion of the bottom-left quarter of the frame and a portion of the bottom-right quarter of the frame; - and if TL&TR<TL&BL and BL&BR<TR&BR, the frame is determined as an LR type frame; - and if TL&TR>TL&BL and BL&BR>TR&BR, the frame is determined as a TB type frame; - wherein TL is the color histogram of the top left portion, TR is the color histogram of the top right portion, BL is the color histogram of the bottom left portion, BR is the color histogram of the bottom right portion, wherein the & operator relates to a formula: H 1 & H 2 = ∑ i = 1 n H 1 i − H 2 i 2 wherein: - H1, H2 are histograms of a pair; - i denotes the value of the i-th coefficient of the histogram; - n denotes the total number of coefficients in the histogram. - receiving a video frame; - extracting portions of the frame, each portion belonging to a distinct quarter of the frame (100, 120) and being positioned at the same fragment of the quarter; - calculating characteristic pixel parameters for each portion; - comparing the characteristic pixel parameters of at least two different pairs of portions; - generating a frame type indicator based on the result of comparison of the characteristic pixel parameters; - the characteristic pixel parameters are color histograms; - the portions of the frame comprise a portion of the top-left quarter of the frame, a portion of the top-right quarter of the frame and a portion of the bottom-left quarter of the frame and a portion of the bottom-right quarter of the frame; - and if TL&TR<TL&BL and BL&BR<TR&BR, the frame is determined as an LR type frame; - and if TL&TR>TL&BL and BL&BR>TR&BR, the frame is determined as a TB type frame; - wherein TL is the color histogram of the top left portion, TR is the color histogram of the top right portion, BL is the color histogram of the bottom left portion, BR is the color histogram of the bottom right portion, wherein the & operator relates to a formula: H 1 & H 2 = ∑ i = 1 n H 1 i − H 2 i 2 wherein: - H1, H2 are histograms of a pair; - i denotes the value of the i-th coefficient of the histogram; - n denotes the total number of coefficients in the histogram. - H1, H2 are histograms of a pair; - i denotes the value of the i-th coefficient of the histogram; - n denotes the total number of coefficients in the histogram.
An adhesive comprising an ethylene·α-olefin copolymer having a number-average molecular weight of 5000 to 100000 in terms of polystyrene as measured by gel permeation chromatography, a density of 860 to 970 kg/m 3 and a melt flow rate of 300 to 500 g/10min as measured at 190°C under 2.16 kg load according to ASTM D 1238 standard, wherein in the ethylene·α-olefin copolymer, the total number of vinyl-type double bond, vinylidene-type double bond, 2-substituted olefin-type double bond and 3-substituted olefin-type double bond is less than 0.5 per 1000 carbon atoms as measured by 1 H-NMR.
A computer-implemented method of variant calling, including: feeding an array of input features to a convolutional neural network comprising one or more convolutional layers and one or more fully-connected layers, the array of input features encoded from data from a group of reads, the data for the group of reads including reads aligned to a reference sequence, wherein each read in the group of reads represents a sequence of bases; processing the array through the one or more convolutional layers; concatenating output of the one or more convolutional layers with corresponding empirical variant score, EVS, features for a candidate variant site, wherein the corresponding EVS features are provided by a supplemental input layer; feeding a result of the concatenating to the one or more fully-connected layers; and processing of the result of the concatenating by the one or more fully-connected layers to produce classification scores for likelihood that at least one variant occurring at the candidate variant site is a true variant or a false variant. feeding an array of input features to a convolutional neural network comprising one or more convolutional layers and one or more fully-connected layers, the array of input features encoded from data from a group of reads, the data for the group of reads including reads aligned to a reference sequence, wherein each read in the group of reads represents a sequence of bases; processing the array through the one or more convolutional layers; concatenating output of the one or more convolutional layers with corresponding empirical variant score, EVS, features for a candidate variant site, wherein the corresponding EVS features are provided by a supplemental input layer; feeding a result of the concatenating to the one or more fully-connected layers; and processing of the result of the concatenating by the one or more fully-connected layers to produce classification scores for likelihood that at least one variant occurring at the candidate variant site is a true variant or a false variant.
A process for the production of ethylene carbonate and/or ethylene glycol comprising: a) supplying an overhead absorber stream withdrawn from an absorber to a vapor-liquid separator to yield an aqueous bottoms stream and a recycle gas stream; b) supplying an aqueous process stream comprising one or more impurities to a distillation apparatus to yield an overhead impurities stream and a purified aqueous process stream, wherein the aqueous process stream supplied to the distillation apparatus comprises at least a portion of the aqueous bottoms stream withdrawn from the vapor-liquid separator; c) supplying at least a portion of the purified aqueous process stream and an ethylene oxide product stream to the absorber; and d) contacting the ethylene oxide product stream with the purified aqueous process stream in the absorber in the presence of one or more carboxylation and hydrolysis catalysts to yield a fat absorbent stream comprising ethylene carbonate and/or ethylene glycol. a) supplying an overhead absorber stream withdrawn from an absorber to a vapor-liquid separator to yield an aqueous bottoms stream and a recycle gas stream; b) supplying an aqueous process stream comprising one or more impurities to a distillation apparatus to yield an overhead impurities stream and a purified aqueous process stream, wherein the aqueous process stream supplied to the distillation apparatus comprises at least a portion of the aqueous bottoms stream withdrawn from the vapor-liquid separator; c) supplying at least a portion of the purified aqueous process stream and an ethylene oxide product stream to the absorber; and d) contacting the ethylene oxide product stream with the purified aqueous process stream in the absorber in the presence of one or more carboxylation and hydrolysis catalysts to yield a fat absorbent stream comprising ethylene carbonate and/or ethylene glycol.
A building component for use in a built environment, the component comprising: two generally parallel elongate timber chords (2, 3); a plurality of metal web connectors for connecting the timber chords (2, 3); a plurality of primary metal fixings integral with the web connectors adapted to penetrate and engage the timber chords to attach the metal web connectors to the timber chords; a plurality of holes in the web connectors formed by stamping the primary metal fixings; characterized in that the building component further comprises a plurality of secondary metal fixings driven through the respective holes in the metal web connectors so as to extend into the core of the timber chords and further into the timber of the timber chords (2, 3) than the integral primary metal fixings, and to increase the integrity of the component if the timber suffers fire damage; wherein each metal web connector located in an end region of the component is connected to the timber chords (2, 3) by the plurality of secondary fixings which extend into the timber to a depth of at least one twentieth the width of the timber chord (2, 3). two generally parallel elongate timber chords (2, 3); a plurality of metal web connectors for connecting the timber chords (2, 3); a plurality of primary metal fixings integral with the web connectors adapted to penetrate and engage the timber chords to attach the metal web connectors to the timber chords; a plurality of holes in the web connectors formed by stamping the primary metal fixings; characterized in that the building component further comprises a plurality of secondary metal fixings driven through the respective holes in the metal web connectors so as to extend into the core of the timber chords and further into the timber of the timber chords (2, 3) than the integral primary metal fixings, and to increase the integrity of the component if the timber suffers fire damage; wherein each metal web connector located in an end region of the component is connected to the timber chords (2, 3) by the plurality of secondary fixings which extend into the timber to a depth of at least one twentieth the width of the timber chord (2, 3).
A die former comprising a lower die and an upper die (202, 203) relatively displaceable towards each other to define a former mould therebetween from opposed mould portions, each mould portion having a periphery for the former mould and the periphery having peg elements characterized in that the peg elements are spaced along the periphery with gaps between them to receive peg elements from the opposed mould portion, the interlocking peg elements defining at least part of the periphery in use.
Ducts of an automotive washer system wherein the ducts consist of a blend of (i) propylene-ethylene copolymer and (ii) a thermoplastic polyolefin elastomer selected from ethylene-octene copolymer and polybutene in the weight ratio of (i): (ii) 8-9:1 wherein said blend further comprises up to 6 % by weight, based on the polymer mixture, of auxiliary substances selected from antioxidants, UV stabilizers, inorganic fillers, colorants and, optionally, processing aids.
Camera comprising an image sensor and an optical component, wherein the optical component comprises an optical filter, an aperture and a lens, wherein the optical filter, the aperture and the lens interact optically, wherein the optical filter, the aperture and the lens are connected to one another at least indirectly in a planar manner on mutually facing surfaces, wherein an outer shell of the camera has an opening, characterized in that the opening is designed as a holder for the optical component, in that the optical component is arranged in the opening and closes it, in that a surface of the optical component facing the outside of the outer shell is planar, and in that the aperture is arranged in front of the lens in an intended direction of transmission of the light.
Snow groomer with a chassis and two tracks arranged on opposite sides of the chassis, and with at least one attachment for preparing a snow surface, characterized in that on a supporting structure section of the chassis and/or of the attachment, at least one measurement sensor is provided which, at least during the driving mode of the snow groomer, cuts continuously into a snow layer (S 1) of the snow surface to a defined layer depth and has a force sensor system and/or a temperature sensor system which are arranged on the measurement sensor such that when seen in the layer depth direction of the snow layer, at least two measured values for a snow hardness and/or a snow temperature are continuously measurable at different layer depths (S 1), wherein the measurement sensor is designed blade-like, wherein the blade shape is aligned in the longitudinal direction of the vehicle, such that the blade-like measurement sensor cuts into the snow surface in the manner of a daggerboard of a sailboat.
A truck mounted forklift (TMFL) comprising a U-shaped chassis having a pair of forwardly projecting side bars (5, 7) bridged by a rear cross bar, a pair of front wheels (25, 27), one at the forwardmost end of each of the side bars, and a rear wheel located substantially centrally on the rear cross bar, a lifting assembly mounted on the U-shaped chassis comprising a fork carriage and a pair of forks (21, 23) mounted on the fork carriage, the lifting assembly being configured to provide adjustment to the height and the reach of the forks, a driver's station mounted on the chassis and a battery pack mounted on the chassis, and in which each of the front wheels is provided with a dedicated electric wheel motor assembly, each of the electric wheel motor assemblies comprising an interior permanent magnet motor having a drive shaft, a planetary gear box coupled to the IPM motor, the planetary gear box being mounted axially in-line with and driven by the drive shaft, in which the IPM motor is mounted substantially internal the side bar (5, 7) and the planetary gear box is mounted substantially internal the bounds of a wheel rim of the front wheel (25, 27).
Transport apparatus which is movable by hand and stackable with like apparatuses, having a first carrying installation and having a second carrying installation which is disposed above the first carrying installation, wherein the first carrying installation has two side walls as well as a pivotable rear wall, and the second carrying installation has two side walls and a pivotable rear wall, and wherein, when viewed from above, the first carrying installation is configured so as to be wider than the second carrying installation, wherein the first carrying installation in the rear region thereof, and disposed on both sides, furthermore has two first fastening means which proceed from the side walls of said first carrying installation and to which one handle installation for moving the transport apparatus is in each case fastened, and the second carrying installation, likewise in the rear region thereof, and likewise disposed on both sides, has two second fastening means which are specified for connecting the second carrying installation to the first carrying installation, wherein each handle installation is additionally fastened to the closest of the two second fastening means, and wherein an intermediate space which is utilized by the second carrying installation of a rearward transport apparatus when the latter is pushed into a transport apparatus situated in front is formed between the two handle installations, and wherein, in the state in which two transport apparatuses are stacked, the first carrying installations thereof, on the one hand, and the second carrying installations thereof, on the other hand, are partially pushed into one another, characterized in that the second carrying installation with the aid of the second fastening means thereof is connected to the two handle installations.
A water-based coating composition containing, as a base resin, a core/shell type emulsion resin comprising an acrylic resin as the core portion and a polyurethane resin as the shell portion, wherein the mass ratio of the core portion and the shell portion in the aforementioned core/shell type emulsion resin is between 20/80 and 80/20, the aforementioned acrylic resin has a hydroxyl group value of 40 to 140 mg KOH/g and an acid value of 0 to 10 mg KOH/g, the aforementioned polyurethane resin has a hydroxyl group value of 20 to 80 mg KOH/g and an acid value of 10 to 60 mg KOH/g, and the total mass ratio of constituent units derived from dibasic acids and/or dihydric alcohols having 10 to 60 carbon atoms in the aforementioned polyurethane resin is 10 to 50 mass % relative to the solid resin content of the aforementioned polyurethane resin.
Use of a granule composition comprising pigments coated with at least one acrylic resin, said resin having an acidity number higher than 30, an average molecular weight of between 800 and 5000 Da and melting point of between 75° and 130°C; wherein said composition contains at least 20% by weight of said pigment, at least 20% by weight of said resin and, optionally, from 10 to 35% by weight of reinforcing fillers and/or additives; and wherein the granules have a diameter from 1,0 to 2.2 mm, for the preparation of water-based paints having a basic pH.
An apparatus for cooling control of a battery pack, the apparatus comprising: a temperature sensor for measuring the temperature of the battery pack; a blower module for introducing a cooling medium into the battery pack by means of fan operation; a controller for controlling the operation of the blower module so that the cooling medium is introduced into the battery pack at a differential flow rate depending on temperature information input by the temperature sensor; characterized in that the apparatus further comprises: a database unit for storing reference flow rate information of the cooling medium corresponding to the temperature of the battery pack; a flow rate sensor for measuring a flow rate of the cooling medium introduced into the battery pack; and an operation controller for controlling the use of the battery pack to be restricted when the flow rate information of the cooling medium on a current temperature of the battery pack deviates from the reference flow rate information on the basis of the temperature information of the battery pack, input by the temperature sensor, and the flow rate information of the cooling medium, input by the flow rate sensor. a temperature sensor for measuring the temperature of the battery pack; a blower module for introducing a cooling medium into the battery pack by means of fan operation; a controller for controlling the operation of the blower module so that the cooling medium is introduced into the battery pack at a differential flow rate depending on temperature information input by the temperature sensor; characterized in that the apparatus further comprises: a database unit for storing reference flow rate information of the cooling medium corresponding to the temperature of the battery pack; a flow rate sensor for measuring a flow rate of the cooling medium introduced into the battery pack; and an operation controller for controlling the use of the battery pack to be restricted when the flow rate information of the cooling medium on a current temperature of the battery pack deviates from the reference flow rate information on the basis of the temperature information of the battery pack, input by the temperature sensor, and the flow rate information of the cooling medium, input by the flow rate sensor. a database unit for storing reference flow rate information of the cooling medium corresponding to the temperature of the battery pack; a flow rate sensor for measuring a flow rate of the cooling medium introduced into the battery pack; and an operation controller for controlling the use of the battery pack to be restricted when the flow rate information of the cooling medium on a current temperature of the battery pack deviates from the reference flow rate information on the basis of the temperature information of the battery pack, input by the temperature sensor, and the flow rate information of the cooling medium, input by the flow rate sensor.
Method for producing structural components from heat treatable aluminum alloys based on extruded material, the components having improved crush properties and being particular applicable in crash zones of vehicles, such as longitudinals, crash boxes and sills, the method including the following steps: a. casting a billet from said alloy by DC casting, b. homogenizing the cast billet, c. forming a profile from the billet by extrusion, preferably a hollow section d. optionally, separate solution heat treatment, e. quenching the profile down to room temperature after the forming step and the possible separate solutionizing step, f. stretching the extruded or the separate solutionized profile to obtain at least 1.5% plastic deformation. g. artificially ageing the profile characterized in that the alloy is an AA 6xxx alloy that produces a recrystallized grain structure in the extruded section with the following composition: Si: 0.40 - 1.3 wt% Mg: 0.40 - 1.3 wt% Cu: max 0.8 wt% Cr: max 0.15 wt% Mn: max 0.30 wt% Fe: max 0.7 wt% Zn: max 0.8 wt% Ti: max 0.20 wt% V: max 0.20 wt% Zr: max 0.20 wt% and including others each up to 0.05 wt%, in total up to 0.15 wt% and incidental impurities with balance Al. a. casting a billet from said alloy by DC casting, b. homogenizing the cast billet, c. forming a profile from the billet by extrusion, preferably a hollow section d. optionally, separate solution heat treatment, e. quenching the profile down to room temperature after the forming step and the possible separate solutionizing step, f. stretching the extruded or the separate solutionized profile to obtain at least 1.5% plastic deformation. g. artificially ageing the profile Si: 0.40 - 1.3 wt% Mg: 0.40 - 1.3 wt% Cu: max 0.8 wt% Cr: max 0.15 wt% Mn: max 0.30 wt% Fe: max 0.7 wt% Zn: max 0.8 wt% Ti: max 0.20 wt% V: max 0.20 wt% Zr: max 0.20 wt%