Abstract: A display device includes a plurality of data lines disposed in a display area and extending in a first direction, a plurality of gate lines disposed in the display area and extending in a second direction intersecting the first direction, a plurality of bypass data lines electrically connected to the plurality of data lines and disposed in a first peripheral area adjacent to the display area, and a plurality of bypass gate lines electrically connected to the plurality of gate lines, disposed in the first peripheral area, and alternately disposed in at least two layers.

Abstract: The present invention generally relates to a technology that calibrates a camera setting for a vehicle AVM system. In particular, the present invention relates to an AVM calibration technology by use of generative artificial intelligence (AI) that searches for a camera parameter for removing AVM video distortion by performing marker-based data processing on a video imaged by a camera of a vehicle AVM system by use of a generative AI model including a policy network, a value network, and a control network. The present invention is advantageous in that an AVM system can be stably calibrated even without a dedicated calibration facility and skilled personnel. In addition, the present invention is advantageous in that, even in a case where full-automatic-mode calibration fails, AVM calibration can be performed with reduced user intervention compared to that in the related art, by performing semi-automatic-mode AVM calibration using outline information of a marker.

Abstract: A display device includes a display module rollable in a rolling direction, and a support member facing the display module and rollable together with the display module. The support member includes a plurality of support bars arranged along the rolling direction, and a support layer which is between the display module and the plurality of support bars. Each of the plurality of support bars includes first and second portions at opposing ends of the support bar, along a direction crossing the rolling direction, and a third support portion between the first and second support portions, connecting the first support portion to the second support portion, and corresponding to the display module, where a thickness of each of the first support portion and the second support portion is greater than a thickness of the third support portion.

Abstract: The disclosure relates to a device for detecting therapeutic radiation based on an optical disk with solar cells. The radiation detecting device may include at least one optical disk formed of a water-equivalent material, disposed perpendicular to a first direction in which the radiation is incident, and converting the radiation into visible light; a solar cell disposed on one side of the at least one optical disk, converting the visible light into an electrical signal; and a processing module for collecting and processing the electrical signal outputted from the solar cell.

Abstract: Disclosed is a method and system for local compression of an artificial intelligence (AI) model. A local compression method for a model may include receiving a pretrained model as input; selecting a layer group as a portion of the input model; and partially compressing the selected layer group and retraining the compressed layer group, and the retraining of the compressed layer group may include retraining the compressed layer group based on input data and output data prestored for the selected layer group.

Abstract: A display device according to an embodiment may include a substrate including a display area, a first peripheral area, a second peripheral area, and a bending area between the first peripheral area and the second peripheral area, a data distributor in the second peripheral area and spaced apart from the display area with the bending area interposed therebetween, a data driver in the second peripheral area, first data connection line groups including first data connection lines receiving a data signal in response to a first distribution selection signal, second data connection line groups including second data connection lines receiving the data signal in response to a second distribution selection signal, and power connection lines receiving a power supply voltage. Each of the power connection lines may be between the first data connection line groups and the second data connection line groups adjacent to each other.

Abstract: A display apparatus includes a data driver, a demux circuit, a wire mixing structure and a display panel. The data driver includes four output amplifiers. The demux circuit is connected to the four output amplifiers and branches the four output amplifiers into first, second, third, fourth, fifth, sixth, seventh, and eighth output lines through demux switching. The wire mixing structure is connected to the demux circuit, and has an input terminal and an output terminal. The display panel includes data lines connected to the wire mixing structure. When first data is provided to the input terminal of the wire mixing structure in an order of 1, 2, 3, 4, 5, 6, 7 and 8, second data at the output terminal of the wire mixing structure is output in an order of 4, 1, 2, 3, 7, 6, 5 and 8.

Abstract: A display device includes a substrate including a display area having emission areas, a circuit layer above the substrate, and an element layer above the circuit layer and including light-emitting elements respectively in the emission areas, wherein the circuit layer includes light-emitting pixel drivers respectively electrically connected to the light-emitting elements, and arranged in a first direction and in a second direction, data lines extending in the second direction for transmitting a data signal to the light-emitting pixel drivers, bridge lines extending in the first direction, and including a first bridge line and a second bridge line overlapping a first light-emitting pixel driver among the light-emitting pixel drivers, and auxiliary lines extending in the second direction adjacent to the data lines.

Abstract: A gas cylinder transfer apparatus and a gas cylinder logistics system including the same are disclosed. The gas cylinder transfer apparatus includes a transfer vehicle for transferring a gas cylinder and a transfer robot disposed on the transfer vehicle. The transfer robot includes a robot hand for supporting a lower surface portion of the gas cylinder and a hand drive unit for moving the robot hand in horizontal and vertical directions.

Abstract: Provided are a recycled polyethylene composition and a recycled film using the same. Specifically, a recycled polyethylene composition using polyethylene recovered from a secondary battery separator as a raw material and a recycled film using the same are provided. According to the embodiments of the present disclosure, a separator on which a coating layer including an organic binder and/or inorganic particles formed may be reused as it is as a raw material without a pre-processing process, and a composition for manufacturing a film may be provided.

Abstract: Disclosed is a method and system for local compression of an artificial intelligence (AI) model. A local compression method for a model may include receiving a pretrained model as input; selecting a layer group as a portion of the input model; and partially compressing the selected layer group and retraining the compressed layer group, and the retraining of the compressed layer group may include retraining the compressed layer group based on input data and output data prestored for the selected layer group.

Abstract: An imaging apparatus includes an imaging element, an imaging driver, a controller, and a memory. The imaging driver is configured to drive the imaging element. The controller is configured to detect a flicker in an image captured by the imaging apparatus. The memory is configured to, in response to the flicker being detected, store data on a characteristic of the flicker, a first frame rate, and a first shutter speed of the imaging element.

Abstract: A display device includes a substrate. A light emitting element layer is disposed on the substrate and includes a pixel defining layer defining a plurality of emission areas and a non-emission area, an encapsulation layer disposed on the light emitting element layer, a touch sensing layer disposed on the encapsulation layer, and comprising a touch connection electrode. A driving electrode and a color pattern are disposed between the touch connection electrode and the driving electrode. A color filter layer is disposed on the touch sensing layer and includes a plurality of color filters, and an overcoat layer disposed on the color filter layer. The color pattern overlaps one of the plurality of emission areas and the non-emission area, and the plurality of color filters do not overlap the emission area that overlaps the color pattern.

Abstract: A display device that includes a substrate; a circuit layer; and an element layer. The substrate may include a display area in which emission areas may be arranged, and a non-display area. In order to deliver data signals to data lines at side edges of the display area, bypass auxiliary lines are used that pass through central portions of the display area to allow for a reduced width of the sub area. A horizontal portion of these bypass auxiliary lines may pass over or under other data lines to reach the edge portion of the display. Therefore, a shielding auxiliary electrode may be disposed between the passed over data lines and the horizontal bypass auxiliary lines at locations where these other data lines overlap in a plan view the horizontal bypass auxiliary lines to reduce crosstalk between the horizontal bypass auxiliary lines and the data lines.

Abstract: A display module including a display unit and a support member disposed below the display unit and including first areas and second areas. The support member includes a matrix, a first supporter disposed in the matrix and including first extension parts, each extending in a first direction and spaced apart from each other in a second direction crossing the first direction, and a second supporter disposed in the matrix and including second extension parts, each extending in the first direction and spaced apart from each other in the second direction, and connection parts disposed between the second extension parts, where the second extension parts and the connection parts define openings in the second supporter.

Abstract: The present invention relates to an antidepressant, anti-anxiety, anti-stress, tension-relieving or stress-relieving composition containing a fermented Perilla frutescens extract. In addition, the present invention relates to a fermented Perilla frutescens extract-containing composition for preventing, ameliorating, or treating stress-related disorders, depression, or anxiety. In addition, the present invention relates to a fermented Perilla frutescens extract-containing fiber or fragrance composition for relieving depression, anxiety, tension, or stress. In addition, the present invention relates to a method for treating depression or anxiety, the method comprising administering a fermented Perilla frutescens extract to a patient suffering from a stress-related disorder, depression, or anxiety. A fermented Perilla frutescens (Perilla frutescens Britton var. acuta Kudo (Chajgi), or Perilla frutescens Britton var.

Abstract: A method of managing receipt of a package using a vehicle includes: determining a size of the package when there is a request for delivery of the package, determining an optimal place to store the package in the vehicle using the determined size of the package and a size of a loading space in the vehicle, providing the optimal place to a recipient, and finally determining a package storage position provided by the recipient. A deliverer may store the package in the finally determined package storage position.

Abstract: A light emitting device and a production method thereof. The light emitting device includes a light emitting layer including a plurality of quantum dots, and an electron auxiliary layer disposed on the light emitting layer, the electron auxiliary layer configured to transport electrons, inject electrons into the light emitting layer, or a combination thereof, wherein the electron auxiliary layer includes a plurality of metal oxide nanoparticles and a nitrogen-containing metal complex. The metal oxide nanoparticles include zinc and optionally a dopant metal, the dopant metal includes Mg, Co, Ga, Ca, Zr, W, Li, Ti, Y, Al, Co, or a combination thereof and a mole ratio of nitrogen to zinc in the electron auxiliary layer is greater than or equal to about 0.001:1.

Abstract: A display device including: a display panel containing pixels connected to a light emitting control line and a light emitting control driver including a light emitting control stage that provides a light emitting control signal to the pixels through the light emitting control line, wherein the light emitting control stage includes: a first light emitting control transistor including a first electrode connected to the light emitting control line, a gate electrode connected to a first light emitting control clock line, and a second electrode connected to a first node, a first power voltage line to which a first power voltage is applied; and a shielding pattern extending between the first light emitting control transistor and the first power voltage line and receiving a power voltage higher than the first power voltage.

Abstract: A display device includes a circuit layer including emission pixel drivers, and data lines transferring data signals of the emission pixel drivers; a data driver generating the data signals of the emission pixel drivers; and a demultiplexer circuit electrically connected between the data driver and the data lines and including a first demultiplexer transistor turned on by a first demultiplexer control signal and a second demultiplexer transistor turned on by a second demultiplexer control signal. A first data line of the data lines is electrically connected to the data driver through the first demultiplexer transistor and a transfer path shorter than a first extension length. A second data line of the data lines is electrically connected to the data driver through the second demultiplexer transistor and a transfer path longer than or equal to the first extension length.