mhurhangee/ep-ind-claims huggingface dataset:
A method for identifying, classifying and indicating relative velocity of objects in a video stream from an image source, said method comprising: providing a sequence of image frames from the video stream to a convolutional neural network, CNN, said CNN including an input layer and an output layer; identifying and classifying objects in the image frames using the CNN and providing object classification data in the output layer; providing metadata from the image source; providing the object classification data in the output layer and the metadata to a recurrent neural network, RNN; identifying direction of movement and relative velocity of the classified objects in the image frames using the RNN and providing object motion data therefrom; combining, by a prediction engine, the object classification data from the CNN and the object motion data from the RNN; correlating, by a visualization engine, the combined object classification data and the object motion data with the image frames to provide correlated images that include boundary boxes around each classified object and an indicator (76, 82) of the relative velocity and the direction of movement of the classified objects; and displaying the correlated images on a display device. providing a sequence of image frames from the video stream to a convolutional neural network, CNN, said CNN including an input layer and an output layer; identifying and classifying objects in the image frames using the CNN and providing object classification data in the output layer; providing metadata from the image source; providing the object classification data in the output layer and the metadata to a recurrent neural network, RNN; identifying direction of movement and relative velocity of the classified objects in the image frames using the RNN and providing object motion data therefrom; combining, by a prediction engine, the object classification data from the CNN and the object motion data from the RNN; correlating, by a visualization engine, the combined object classification data and the object motion data with the image frames to provide correlated images that include boundary boxes around each classified object and an indicator (76, 82) of the relative velocity and the direction of movement of the classified objects; and displaying the correlated images on a display device.
A power charging apparatus, comprising: a power supplier supplying power; and a charging part having a plurality of chargers (121-1, 121-2, 122-1, 122-2) charging the power received from the power supplier to a plurality of battery cell groups connected to each other in parallel, wherein the plurality of battery cell groups include a plurality of battery cells (BC11, BC12, BC21, BC22) connected to one another in series, wherein each of the plurality of chargers (121-1, 121-2, 122-1, 122-2) corresponds one-to-one to each of the plurality of battery cells (BC11, BC12, BC21, BC22) and each of the plurality of chargers (121-1, 121-2, 122-1, 122-2) charges the power to its corresponding battery cell (BC11, BC12, BC21, BC22). a power supplier supplying power; and a charging part having a plurality of chargers (121-1, 121-2, 122-1, 122-2) charging the power received from the power supplier to a plurality of battery cell groups connected to each other in parallel, wherein the plurality of battery cell groups include a plurality of battery cells (BC11, BC12, BC21, BC22) connected to one another in series, wherein each of the plurality of chargers (121-1, 121-2, 122-1, 122-2) corresponds one-to-one to each of the plurality of battery cells (BC11, BC12, BC21, BC22) and each of the plurality of chargers (121-1, 121-2, 122-1, 122-2) charges the power to its corresponding battery cell (BC11, BC12, BC21, BC22).
A method of processing graphics data, the method comprising: evaluating at least two metrics associated with rendering graphics data of one or more rendering units; at a rendering boundary in the graphics data between a previous rendering unit and a current rendering unit, automatically selecting a rendering mode for rendering the current rendering unit by a graphics processing unit, GPU, as one of an immediate rendering mode and a deferred rendering mode based on the evaluated metrics; and configuring the GPU to render graphics data of the current rendering unit according to the selected rendering mode, wherein evaluating the at least two metrics comprises evaluating the amount of GPU bandwidth used during rendering of the previous rendering unit and further comprises one or more of: i) applying a weighting scheme to the at least two metrics, ii) evaluating a number of render targets defined for a frame, and iii) predicting (98, 100, 102, 104, 106) which one of the immediate rendering mode and the deferred rendering mode will use at least one of less power and less system bandwidth to render the graphics data of the current rendering unit. evaluating at least two metrics associated with rendering graphics data of one or more rendering units; at a rendering boundary in the graphics data between a previous rendering unit and a current rendering unit, automatically selecting a rendering mode for rendering the current rendering unit by a graphics processing unit, GPU, as one of an immediate rendering mode and a deferred rendering mode based on the evaluated metrics; and configuring the GPU to render graphics data of the current rendering unit according to the selected rendering mode, wherein evaluating the at least two metrics comprises evaluating the amount of GPU bandwidth used during rendering of the previous rendering unit and further comprises one or more of: i) applying a weighting scheme to the at least two metrics, ii) evaluating a number of render targets defined for a frame, and iii) predicting (98, 100, 102, 104, 106) which one of the immediate rendering mode and the deferred rendering mode will use at least one of less power and less system bandwidth to render the graphics data of the current rendering unit. i) applying a weighting scheme to the at least two metrics, ii) evaluating a number of render targets defined for a frame, and iii) predicting (98, 100, 102, 104, 106) which one of the immediate rendering mode and the deferred rendering mode will use at least one of less power and less system bandwidth to render the graphics data of the current rendering unit.
An information processing apparatus (10, 10A) which can be connected to a printing apparatus (20, 20A, 20B) in a way that allows a bidirectional communication, the printing apparatus being adapted to generate calibration information used to correct print data and capable of supplying the calibration information in response to a request for the calibration information, said information processing apparatus characterized by comprising: a decision means for deciding whether or not a print mode, associated with a request for printing, is a print mode requiring transfer of print data as binary data to the printing apparatus; an obtaining means (1010, 1020) operable to, in a case that the decision means decides that the print mode requires transfer of print data as binary data to the printing apparatus, request the printing apparatus to send the calibration information and to obtain the calibration information from the printing apparatus; a generating means operable to, in a case that the decision means decides that the print mode requires transfer of print data as binary data to the printing apparatus, generate a print job in which print data is corrected based on the calibration information obtained by said obtaining means; wherein the generation means are operable to, in a case that the decision means decides that the print mode does not require transfer of print data as binary data to the printing apparatus, generate a print job in which print data is PDL data; and a transfer means for transferring the print job generated by said generating means to the printing apparatus. a decision means for deciding whether or not a print mode, associated with a request for printing, is a print mode requiring transfer of print data as binary data to the printing apparatus; an obtaining means (1010, 1020) operable to, in a case that the decision means decides that the print mode requires transfer of print data as binary data to the printing apparatus, request the printing apparatus to send the calibration information and to obtain the calibration information from the printing apparatus; a generating means operable to, in a case that the decision means decides that the print mode requires transfer of print data as binary data to the printing apparatus, generate a print job in which print data is corrected based on the calibration information obtained by said obtaining means; wherein the generation means are operable to, in a case that the decision means decides that the print mode does not require transfer of print data as binary data to the printing apparatus, generate a print job in which print data is PDL data; and a transfer means for transferring the print job generated by said generating means to the printing apparatus.
A method of executing a system call in a multi-threaded computer program for recording the operations of the multi-threaded computer program for debugging the multi-threaded computer program, the method comprising: running an instrumented version of machine code representing the program to be recorded, wherein the instrumented version of machine code initialises a plurality of threads according to the program in a first instrumented process; generating a second instrumented process comprising instrumented machine code for executing at least one thread of the first instrumented process and recording the operations of the at least one thread during execution; executing the machine code of a first thread of the first instrumented process in the second instrumented process instead of in the first instrumented process to record the operations of the first thread; intercepting a system call during the execution of the machine code of the first thread in the second instrumented process; preventing the system call from executing in the second instrumented process and executing the system call in the first instrumented process; and providing data resulting from the execution of the system call in the first instrumented process from the first instrumented process to the second instrumented process; recording the resulting data by the second instrumented process; and resuming execution of the machine code of the first thread in the second instrumented process using the provided data resulting from the execution of the system call. running an instrumented version of machine code representing the program to be recorded, wherein the instrumented version of machine code initialises a plurality of threads according to the program in a first instrumented process; generating a second instrumented process comprising instrumented machine code for executing at least one thread of the first instrumented process and recording the operations of the at least one thread during execution; executing the machine code of a first thread of the first instrumented process in the second instrumented process instead of in the first instrumented process to record the operations of the first thread; intercepting a system call during the execution of the machine code of the first thread in the second instrumented process; preventing the system call from executing in the second instrumented process and executing the system call in the first instrumented process; and providing data resulting from the execution of the system call in the first instrumented process from the first instrumented process to the second instrumented process; recording the resulting data by the second instrumented process; and resuming execution of the machine code of the first thread in the second instrumented process using the provided data resulting from the execution of the system call.
An optical network unit, comprising: a first part (31, 51) operably coupled to an arm of an optical fiber network, the first part (31, 51) comprising an optical module including an optical-electric interface and/or an electric-optical interface locked on a preset wavelength band, and an interface module; characterized in that the optical network unit comprises at least one second part (41, 52) operably coupled to a network entity of a communication network, each part comprising a control unit, a signal processing unit and an interface module, wherein one of the control units of the at least one second part (41, 52) is adapted to be selectable by an optical line terminal of the optical fiber network as a master control unit and configured to tune and control the optical module of the first part (31, 51); and wherein the first part (31, 51) and the at least one second part (41, 52) are wirelessly coupled with respect to each other via the interface modules. a first part (31, 51) operably coupled to an arm of an optical fiber network, the first part (31, 51) comprising an optical module including an optical-electric interface and/or an electric-optical interface locked on a preset wavelength band, and an interface module; characterized in that the optical network unit comprises at least one second part (41, 52) operably coupled to a network entity of a communication network, each part comprising a control unit, a signal processing unit and an interface module, wherein one of the control units of the at least one second part (41, 52) is adapted to be selectable by an optical line terminal of the optical fiber network as a master control unit and configured to tune and control the optical module of the first part (31, 51); and wherein the first part (31, 51) and the at least one second part (41, 52) are wirelessly coupled with respect to each other via the interface modules.
A tamper-evident fastening device suitable for use with a wristband, wherein the device comprises: a casing, comprising two separate or hinged parts which are positioned on opposite faces of a divider, and having at least one channel therein having a proximate and a distal portion, said distal portion having a protrusion on one wall of the channel and a recess or step positioned on an opposite wall of the channel; a divider having at least one resiliently biased engagement member adapted for engagement with the channel, said engagement member being adapted to engage the recess or step, and further having a slot therein adapted to engage the protrusion; wherein when the engagement member enters the channel, it is resiliently biased against at least one wall of the proximate part of the channel, and when it traverses the channel to its distal portion, it irreversibly engages with both the step or recess and the protrusion. a casing, comprising two separate or hinged parts which are positioned on opposite faces of a divider, and having at least one channel therein having a proximate and a distal portion, said distal portion having a protrusion on one wall of the channel and a recess or step positioned on an opposite wall of the channel; a divider having at least one resiliently biased engagement member adapted for engagement with the channel, said engagement member being adapted to engage the recess or step, and further having a slot therein adapted to engage the protrusion; wherein when the engagement member enters the channel, it is resiliently biased against at least one wall of the proximate part of the channel, and when it traverses the channel to its distal portion, it irreversibly engages with both the step or recess and the protrusion.
An apparatus for applying an alternating electric field to a living subject, the apparatus comprising: a plurality of conductive regions, each of the conductive regions having a front face and a respective area; a plurality of regions of dielectric material, each of the regions of dielectric material having a respective front face and a respective rear face disposed against the front face of a respective one of the conductive regions; a substrate configured to hold the front faces of the regions of dielectric material on or in the subject's body and support the conductive regions at respective positions distributed about a centroid; and at least one electrical conductor disposed in electrical contact with the conductive regions; wherein the plurality of conductive regions includes at least one first conductive region and a plurality of second conductive regions, each of the second conductive regions being positioned more peripherally with respect to the centroid than the at least one first conductive region, and the area of each of the second conductive regions being at least 10% smaller than the area of each first conductive region. a plurality of conductive regions, each of the conductive regions having a front face and a respective area; a plurality of regions of dielectric material, each of the regions of dielectric material having a respective front face and a respective rear face disposed against the front face of a respective one of the conductive regions; a substrate configured to hold the front faces of the regions of dielectric material on or in the subject's body and support the conductive regions at respective positions distributed about a centroid; and at least one electrical conductor disposed in electrical contact with the conductive regions; wherein the plurality of conductive regions includes at least one first conductive region and a plurality of second conductive regions, each of the second conductive regions being positioned more peripherally with respect to the centroid than the at least one first conductive region, and the area of each of the second conductive regions being at least 10% smaller than the area of each first conductive region.
Outlet tap, comprising - a housing having a lateral inflow and an outlet, and - a piston that is inserted in the housing in such a manner that said piston can rotate about an axis of rotation, characterized by means of - a connecting device that is arranged on a free end of the outlet and it is possible to connect a further additional part to said connecting device, - wherein the connecting device comprises a flange, - wherein the connecting device is a separate component, and - wherein the connecting device is connected by means of a connecting arrangement to the outlet. - a housing having a lateral inflow and an outlet, and - a piston that is inserted in the housing in such a manner that said piston can rotate about an axis of rotation, - a connecting device that is arranged on a free end of the outlet and it is possible to connect a further additional part to said connecting device, - wherein the connecting device comprises a flange, - wherein the connecting device is a separate component, and - wherein the connecting device is connected by means of a connecting arrangement to the outlet.
A method for avoiding collisions in the transmission of feedback information of a retransmission protocol with parallel transmissions comprising the steps of transmitting a data packet and a counter value from a data packet transmitting entity to a feedback transmitting entity; determining, by the feedback transmission entity, a location of a radio resource for transmitting the feedback information for the data packet according to a location of a radio resource used for transmitting scheduling information for a first transmission of the data packet and the counter value, whereby the counter value is indicative of the number of transmissions that have taken place for the data packet and retransmitting the feedback information to the data packet transmission entity transmitting the data packet on the determined radio resource.
Vehicle operating device comprising a three-dimensional main body that can be plastically deformed by hand forces, and at least one sensor surface for detecting finger actuation movements, which sensor surface can be assigned to at least one finger of a hand and the position of which can be changed by the hand forces, is arranged under an outer layer of the main body, characterised in that the outer layer is a first film layer under which a second film layer, comprising the sensor surfaces arranged thereon, is arranged.
Device for driving an electronically commutated electric motor, wherein the device has a control apparatus, wherein the control apparatus is able to output first control signals to a first switching apparatus by way of which the electric motor is able to be driven, wherein the device furthermore has a second switching apparatus for connecting the first switching apparatus to an electric supply voltage (U B), wherein the first control signals are functionally coupled to a second control signal for a trigger apparatus of the second switching apparatus, and wherein the second control signal is generated by the control apparatus, characterized in that the first control signals are periodic signals from the control apparatus that are generated by way of a computer program running on the control apparatus, wherein the second control signal is derived from the first control signals by way of the computer program, wherein the second control signal is derived by the control apparatus from a periodic interrupt that is used to generate the first control signals, wherein the trigger apparatus is designed as an electronic charge pump, wherein the first switching apparatus is disconnected from the supply voltage (U B) by way of the trigger apparatus and the second switching apparatus in the absence of the first control signals.
Flat cable with short circuit prevention in the event of a fire, even when it is laid on an electrically conducting supporting body, comprising: at least two cores (7, 7a), which run parallel next to one another in one plane; wherein the cores (7, 7a) respectively have a core conductor and a cross-sectionally annular core insulation (3, 10), wherein, in the case of at least one of the cores, the core insulation (3, 10) comprises insulating material that is extruded directly onto the core conductor and ceramicizes in the event of a fire; an intermediate sheath, which altogether encloses the cores (7, 7a) and thereby envelops the core insulations (3, 10) directly on their outer side, wherein the intermediate sheath reaches through respectively between two cores (7, 7a) from one flat side of the flat cable to the other flat side; an outer sheath, which surrounds the intermediate sheath and defines the outer contour of the flat cable; at least one fire-resistant insulating layer, which is arranged on the outside of the intermediate sheath and lies between the intermediate sheath and the outer sheath. at least two cores (7, 7a), which run parallel next to one another in one plane; wherein the cores (7, 7a) respectively have a core conductor and a cross-sectionally annular core insulation (3, 10), wherein, in the case of at least one of the cores, the core insulation (3, 10) comprises insulating material that is extruded directly onto the core conductor and ceramicizes in the event of a fire; an intermediate sheath, which altogether encloses the cores (7, 7a) and thereby envelops the core insulations (3, 10) directly on their outer side, wherein the intermediate sheath reaches through respectively between two cores (7, 7a) from one flat side of the flat cable to the other flat side; an outer sheath, which surrounds the intermediate sheath and defines the outer contour of the flat cable; at least one fire-resistant insulating layer, which is arranged on the outside of the intermediate sheath and lies between the intermediate sheath and the outer sheath.
An aqueous injection solution comprising dextran sulfate, or a pharmaceutically acceptable salt thereof, and an aqueous solvent formulated for systemic administration by intravenous or subcutaneous injection, for use in treating, inhibiting or preventing cardiac fibrosis in a subject having suffered from myocardial infarction or myocardial ischemia by systemic administration by intravenous or subcutaneous injection to said subject.