mhurhangee/ep-ind-claims huggingface dataset:
A folded camera module (100, 200, 1100), comprising: a) a lens module (104, 204, 1004, 1104) having a lens optical axis (206, 1106), and b) an optical path folding element (OPFE) (102, 208, 1108) for folding light from a first optical path (205, 1105) to a second optical path (206, 1106) towards an image sensor (106, 202, 1102), the second optical path (206, 1106) being along the lens optical axis (206, 1106), characterized in that the lens module (104, 204, 1004, 1104) is designed to be moved for auto-focus along a first direction substantially parallel to the lens optical axis (206, 1106) and to be moved for optical image stabilization along a second direction substantially orthogonal to both the first (205, 1105) and second optical paths (206, 1106) to compensate for tilt of the folded camera module (100, 200, 1100) around the first direction, and wherein the OPFE (102, 208, 1108) is designed to be tilted for OIS around an OPFE (102, 208, 1108) tilt axis which is parallel to the second direction to compensate for tilt of the folded camera module (100, 200, 1100) around the second direction. a) a lens module (104, 204, 1004, 1104) having a lens optical axis (206, 1106), and b) an optical path folding element (OPFE) (102, 208, 1108) for folding light from a first optical path (205, 1105) to a second optical path (206, 1106) towards an image sensor (106, 202, 1102), the second optical path (206, 1106) being along the lens optical axis (206, 1106), the lens module (104, 204, 1004, 1104) is designed to be moved for auto-focus along a first direction substantially parallel to the lens optical axis (206, 1106) and to be moved for optical image stabilization along a second direction substantially orthogonal to both the first (205, 1105) and second optical paths (206, 1106) to compensate for tilt of the folded camera module (100, 200, 1100) around the first direction, and wherein the OPFE (102, 208, 1108) is designed to be tilted for OIS around an OPFE (102, 208, 1108) tilt axis which is parallel to the second direction to compensate for tilt of the folded camera module (100, 200, 1100) around the second direction.
A computer-implemented method comprising: for each of a plurality of input samples of a first domain, obtaining an output from each of a plurality of kernels (k) in an extraction layer of a first trained convolutional neural network (CNN A), wherein the first trained convolutional neural network (CNN A) is configured to identify one or more features in an image; for each of at least some of the kernels (k), aggregating the outputs corresponding to at least some of the input samples to generate an aggregate map (G k) corresponding to that kernel (k); resizing the aggregate maps (G k) to a lower resolution to generate a plurality of region maps (H k) corresponding to the aggregate maps (G k), respectively, so that for each region map (H k) a single pixel represents a fixed spatial region occupied by multiple pixels in the corresponding aggregate map (G k); clustering the region maps (H k) to generate clusters of region maps (H k), each cluster comprising region maps (H k) having similar regions; selecting at least one cluster that is transferrable to a context of a second domain; and training, using input samples of the second domain, a second convolutional neural network with the kernel weights of the kernels (k) which correspond to the region maps (H k) of the selected at least one cluster, wherein the first trained convolutional neural network is configured to classify images using image processing, and wherein the second convolutional neural network is configured after training to classify images using image processing. for each of a plurality of input samples of a first domain, obtaining an output from each of a plurality of kernels (k) in an extraction layer of a first trained convolutional neural network (CNN A), wherein the first trained convolutional neural network (CNN A) is configured to identify one or more features in an image; for each of at least some of the kernels (k), aggregating the outputs corresponding to at least some of the input samples to generate an aggregate map (G k) corresponding to that kernel (k); resizing the aggregate maps (G k) to a lower resolution to generate a plurality of region maps (H k) corresponding to the aggregate maps (G k), respectively, so that for each region map (H k) a single pixel represents a fixed spatial region occupied by multiple pixels in the corresponding aggregate map (G k); clustering the region maps (H k) to generate clusters of region maps (H k), each cluster comprising region maps (H k) having similar regions; selecting at least one cluster that is transferrable to a context of a second domain; and training, using input samples of the second domain, a second convolutional neural network with the kernel weights of the kernels (k) which correspond to the region maps (H k) of the selected at least one cluster, wherein the first trained convolutional neural network is configured to classify images using image processing, and wherein the second convolutional neural network is configured after training to classify images using image processing.
An unmanned aerial vehicle charging station (150, 250, 350, 450) comprising: a light socket connector (152, 252, 352, 452) configured to be coupled to a light socket; a power circuit electrically coupled to the light socket connector; one or more detection sensors configured to detect one or more unmanned aerial vehicles and provide a signal to the unmanned aerial vehicle charging station when one or more unmanned aerial vehicles are within a threshold distance from the unmanned aerial vehicle charging station, wherein the threshold distance is adjustable; and a charging station body (160, 260, 360, 460) having one or more electrical contact regions (154, 254, 354, 454) electrically coupled to the power circuit, wherein the one or more electrical contact regions are electrically engageable with one or more unmanned aerial vehicles. a light socket connector (152, 252, 352, 452) configured to be coupled to a light socket; a power circuit electrically coupled to the light socket connector; one or more detection sensors configured to detect one or more unmanned aerial vehicles and provide a signal to the unmanned aerial vehicle charging station when one or more unmanned aerial vehicles are within a threshold distance from the unmanned aerial vehicle charging station, wherein the threshold distance is adjustable; and a charging station body (160, 260, 360, 460) having one or more electrical contact regions (154, 254, 354, 454) electrically coupled to the power circuit, wherein the one or more electrical contact regions are electrically engageable with one or more unmanned aerial vehicles.
An apparatus for profiling a video streaming traffic in real time within a video streaming session, the apparatus being located in a serving node, wherein the video streaming traffic comprises one or more data packet flows placed in transmit queues in the serving node, the apparatus being configured to: - obtain, for each of the one or more data packet flows, a respective data packet flow pattern based on the respective data packet flow; wherein the data packet flow pattern comprises a size and a timestamp of each data packet from the respective data packet flow; - compare each obtained data packet flow pattern to a pre-defined characteristic streaming pattern; - select, as a video streaming flow, a data packet flow from the one or more data packet flows that has its data packet flow pattern close to the pre-defined characteristic streaming pattern; - identify a buffer state of the selected video streaming flow amongst a filling state, a steady state subsequent to the filling state, and a depletion state, by analyzing a slope of accumulated data of the selected video streaming flow over time in its transmit queue; and - provide multimedia-related information of the selected video streaming flow based on its data packet flow pattern and its identified buffer state. - obtain, for each of the one or more data packet flows, a respective data packet flow pattern based on the respective data packet flow; wherein the data packet flow pattern comprises a size and a timestamp of each data packet from the respective data packet flow; - compare each obtained data packet flow pattern to a pre-defined characteristic streaming pattern; - select, as a video streaming flow, a data packet flow from the one or more data packet flows that has its data packet flow pattern close to the pre-defined characteristic streaming pattern; - identify a buffer state of the selected video streaming flow amongst a filling state, a steady state subsequent to the filling state, and a depletion state, by analyzing a slope of accumulated data of the selected video streaming flow over time in its transmit queue; and - provide multimedia-related information of the selected video streaming flow based on its data packet flow pattern and its identified buffer state.
A discontinuous coating unit for producing coated materials, in particular coated materials for road coverings, comprising: - a pellet drying device for drying cold and wet pellets and producing hot and dry aggregates; - an aggregate storage device for storing the hot and dry aggregates; - a metering device for metering the aggregates stored in the aggregate storage device; - a discontinuous mixer for mixing aggregates delivered by the metering device with a binder and producing coated materials; and - a coated materials storage device for storing the coated materials produced by the discontinuous mixer, characterized in that the discontinuous mixer is elevated relative to the metering device and the coating unit comprises a metered aggregate elevator for raising the aggregates between the metering device and the discontinuous mixer. - a pellet drying device for drying cold and wet pellets and producing hot and dry aggregates; - an aggregate storage device for storing the hot and dry aggregates; - a metering device for metering the aggregates stored in the aggregate storage device; - a discontinuous mixer for mixing aggregates delivered by the metering device with a binder and producing coated materials; and - a coated materials storage device for storing the coated materials produced by the discontinuous mixer,
A preform shaping method comprising: manufacturing a fiber stack that comprises a plurality of fiber layers by stacking sheet-form fibrous components; and manufacturing a preform that has a configuration in which a first surface and a second surface one or both of which are curved surfaces (9, 10) are coupled, by bending the sheet-form fibrous components after or while stacking the sheet-form fibrous components, wherein the sheet-form fibrous components includes a first sheet-form fibrous component and a second sheet-form fibrous component fiber length directions of which are set to such different directions before a bending process as to be target fiber length directions after the bending process and which form the first surface and the second surface, respectively, after the bending process, wherein combination of the first sheet-form fibrous component and the second sheet-form fibrous component forms a single fiber layer of the plurality of fiber layers, wherein, as the preform, a preform that has a configuration in which a web that has a flat platy configuration and a curved platy flange (7, 8) are coupled is manufactured, wherein the web is formed by the first sheet-form fibrous component and the flange (7, 8) is formed by the second sheet-form fibrous component, and wherein the fiber length directions of the second sheet-form fibrous component are set along a curve so that, after the bending process, a direction that represents the fiber length direction of the second sheet-form fibrous component that forms the flange (7, 8) is parallel to the web. manufacturing a fiber stack that comprises a plurality of fiber layers by stacking sheet-form fibrous components; and manufacturing a preform that has a configuration in which a first surface and a second surface one or both of which are curved surfaces (9, 10) are coupled, by bending the sheet-form fibrous components after or while stacking the sheet-form fibrous components, wherein the sheet-form fibrous components includes a first sheet-form fibrous component and a second sheet-form fibrous component fiber length directions of which are set to such different directions before a bending process as to be target fiber length directions after the bending process and which form the first surface and the second surface, respectively, after the bending process, wherein combination of the first sheet-form fibrous component and the second sheet-form fibrous component forms a single fiber layer of the plurality of fiber layers, wherein, as the preform, a preform that has a configuration in which a web that has a flat platy configuration and a curved platy flange (7, 8) are coupled is manufactured, wherein the web is formed by the first sheet-form fibrous component and the flange (7, 8) is formed by the second sheet-form fibrous component, and wherein the fiber length directions of the second sheet-form fibrous component are set along a curve so that, after the bending process, a direction that represents the fiber length direction of the second sheet-form fibrous component that forms the flange (7, 8) is parallel to the web.
Storage installation for the storage of laboratory objects comprising a chamber, at least one dewar container arranged in the chamber for storing laboratory objects at a storage temperature Ts < Tc, Tc being a temperature of the chamber a plurality of storage cassettes arranged in the dewar container, each storage cassette forming a plurality of storage positions arranged one above the other for receiving the laboratory objects, and a picking device, which is arranged in the chamber so as to be movable over the dewar container(s) and which has at least one cassette lifter, in order to remove storage cassettes from the dewar container(s) in the vertical direction and to place them back into them, at least one centering element (90, 91) being provided, into which a storage cassette can be inserted in order to align the storage cassette horizontally, characterized in that the centering element (90, 91) is part of the cassette lifter. a chamber, at least one dewar container arranged in the chamber for storing laboratory objects at a storage temperature Ts < Tc, Tc being a temperature of the chamber a plurality of storage cassettes arranged in the dewar container, each storage cassette forming a plurality of storage positions arranged one above the other for receiving the laboratory objects, and a picking device, which is arranged in the chamber so as to be movable over the dewar container(s) and which has at least one cassette lifter, in order to remove storage cassettes from the dewar container(s) in the vertical direction and to place them back into them, at least one centering element (90, 91) being provided, into which a storage cassette can be inserted in order to align the storage cassette horizontally, characterized in that the centering element (90, 91) is part of the cassette lifter.
A data streaming device that streams content to a content display device, comprising: a first component configured to provide a first functionality to the data streaming device; a first power supply (302A-C) configured to receive power from the content display device and provide the power to the first component of the data streaming device such that the first component provides the first functionality to the data streaming device using the power received from the first power supply (302A-C); a measuring module configured to measure the power provided to the first power supply (302A-C) from the content display device; and a controller configured to: determine that the power provided by the content display device to the first power supply (302A-C) is below a power threshold required to operate the first component of the data streaming device such that the first component is receiving a reduced amount of power from the content display device, perform a modification or a disabling of the first component of the data streaming device, and generate an indication that the reduced amount of power is insufficient to operate the first component of the data streaming device. a first component configured to provide a first functionality to the data streaming device; a first power supply (302A-C) configured to receive power from the content display device and provide the power to the first component of the data streaming device such that the first component provides the first functionality to the data streaming device using the power received from the first power supply (302A-C); a measuring module configured to measure the power provided to the first power supply (302A-C) from the content display device; and a controller configured to: determine that the power provided by the content display device to the first power supply (302A-C) is below a power threshold required to operate the first component of the data streaming device such that the first component is receiving a reduced amount of power from the content display device, perform a modification or a disabling of the first component of the data streaming device, and generate an indication that the reduced amount of power is insufficient to operate the first component of the data streaming device. determine that the power provided by the content display device to the first power supply (302A-C) is below a power threshold required to operate the first component of the data streaming device such that the first component is receiving a reduced amount of power from the content display device, perform a modification or a disabling of the first component of the data streaming device, and generate an indication that the reduced amount of power is insufficient to operate the first component of the data streaming device.
A control circuit (210, 300, 500) for controlling a plurality of parallel high side switches (201, 221) of a respective plurality of parallel bridges of a multi-phase power converter; the control circuit comprising - a charge provisioning unit (213, 513) configured to provide an electrical charge at a floating voltage; - a plurality of sets of high control switches (207, 208, 227, 228) for the plurality of high side switches (201, 221), respectively; wherein each set of high control switches is configured to arrange the charge provisioning unit in parallel to a gate-source capacitance of the respective high side switch in a mutually exclusive manner; and - a controller configured to, during a phase of a plurality of different phases, control a respective set of high control switches from the plurality of sets of high control switches to arrange the charge provisioning unit in parallel to the gate-source capacitance of the respective high side switch from the plurality of high side switches, to switch on the respective high side switch. - a charge provisioning unit (213, 513) configured to provide an electrical charge at a floating voltage; - a plurality of sets of high control switches (207, 208, 227, 228) for the plurality of high side switches (201, 221), respectively; wherein each set of high control switches is configured to arrange the charge provisioning unit in parallel to a gate-source capacitance of the respective high side switch in a mutually exclusive manner; and - a controller configured to, during a phase of a plurality of different phases, control a respective set of high control switches from the plurality of sets of high control switches to arrange the charge provisioning unit in parallel to the gate-source capacitance of the respective high side switch from the plurality of high side switches, to switch on the respective high side switch.
An introducer apparatus (100, 200, 300, 400) for facilitating subcutaneous implantation of a medical device (228, 308), the apparatus comprising: a housing (102, 202, 302, 402) having a proximal end (106, 206, 310, 408) and a distal end (108, 208, 226, 312, 412), the housing (102, 202, 302, 402) defining at least one distal opening (110, 212, 314, 414) at or adjacent to the distal end (108, 208, 226, 312, 412); an inserter (205, 306, 406) configured to pass the medical device (228, 308) through the at least one distal opening (110, 212, 314, 414) of the housing (102, 202, 302, 402) and configured to extend at least partially through the at least one distal opening (110, 212, 314, 414) of the housing (102, 202, 302, 402); and a tunneler (104, 204, 304, 404) configured to extend distally of the housing (102, 202, 302, 402), the tunneler (104, 204, 304, 404) being configured to be moveable relative to the housing (102, 202, 302, 402) and configured to be fully or partially retracted within the housing (102, 202, 302, 402) characterised in that the retraction within the housing is achieved through movement of at least a portion of the inserter (205, 306, 406) in a proximal direction after extension of the inserter (205, 306, 406) through the at least one distal opening (110, 212, 314, 414) of the housing (102, 202, 302, 402). a housing (102, 202, 302, 402) having a proximal end (106, 206, 310, 408) and a distal end (108, 208, 226, 312, 412), the housing (102, 202, 302, 402) defining at least one distal opening (110, 212, 314, 414) at or adjacent to the distal end (108, 208, 226, 312, 412); an inserter (205, 306, 406) configured to pass the medical device (228, 308) through the at least one distal opening (110, 212, 314, 414) of the housing (102, 202, 302, 402) and configured to extend at least partially through the at least one distal opening (110, 212, 314, 414) of the housing (102, 202, 302, 402); and a tunneler (104, 204, 304, 404) configured to extend distally of the housing (102, 202, 302, 402), the tunneler (104, 204, 304, 404) being configured to be moveable relative to the housing (102, 202, 302, 402) and configured to be fully or partially retracted within the housing (102, 202, 302, 402) characterised in that the retraction within the housing is achieved through movement of at least a portion of the inserter (205, 306, 406) in a proximal direction after extension of the inserter (205, 306, 406) through the at least one distal opening (110, 212, 314, 414) of the housing (102, 202, 302, 402).