Abstract:
A method of operating a transmission electron microscope (TEM) image processing apparatus, includes acquiring a TEM image from a TEM facility, performing weak labeling of the TEM image, generating ground truth for a partially labeled TEM image using a guide model, performing segmentation using training data consisting of a pair of the TEM image and the ground truth; measuring a device core structure according to a result of the segmentation, and visualizing a measurement result according to the device core structure, and storing the same in a database.
Abstract:
A mounting device configured to mount an air conditioner on a window frame, includes: a fixing frame configured to hold the air conditioner and be fixable to a lower portion of the window frame; a moving frame configured to move up and down with respect to the fixing frame and to be fixable to an upper portion of the window frame; and an indicator disposed on the moving frame and configured to contact the upper portion of the window frame, wherein the indicator includes: a first indicating portion configured to be visible from an outside of the moving frame when the moving frame is not fixed to the upper portion of the window frame; and a second indicating portion different from the first indicating portion, and configured to be visible from the outside of the moving frame when the moving frame is fixed to the upper portion.
Abstract:
An air conditioner capable of allowing a user to safely and easily clean a fan and a duct is provided. The air conditioner includes a fan assembly comprising a fan configured to suction and discharge air, a drive motor configured to rotate the fan, a fan frame to which the fan and the drive motor are mounted, and including a wire groove, and a wire connected to the drive motor to supply power to the drive motor, wherein at least a portion of the wire is disposed inside the wire groove, and a duct.
Abstract:
Various example embodiments of the disclosure relate to an apparatus and method for providing a service based on context information in an electronic device. In this case, a portable electronic apparatus may include a communication module, an air pressure sensor configured to measure air pressure, a processor electrically coupled to the communication module and the air pressure sensor, and a memory electrically coupled to the processor. The memory may store instructions, when executed, for configuring the processor to determine whether the electronic device is located in a first geofence using the communication module, start monitoring of the air pressure by using the air pressure sensor at least in part on the determining that the electronic device is located in the first geofence, deactivate at least one part of the communication module when the monitored air pressure satisfies one or more of a first range and a first change rate, and re-activate the deactivated at least one part of the communication module when the monitored air pressure satisfies one or more of a second range and a second change rate after the at least one part of the communication module is deactivated. Other example embodiments may also be possible.
Abstract:
Disclosed herein is a ceiling-type air conditioner including: a cabinet mountable on a ceiling, a centrifugal fan disposed within the cabinet, a heat exchanger disposed on a radially outer side of the centrifugal fan and configured to exchange heat with air discharged from the centrifugal fan, and a holder adjacent to the heat exchanger and disposed between the heat exchanger and the centrifugal fan and configured to support the heat exchanger, wherein the holder includes a body extending vertically along an inside of the heat exchanger, an air guide protruding from the body toward the centrifugal fan side and configured to guide airflow discharged from the centrifugal fan, and a cover protruding from the body toward the heat exchanger configured to cover between the body and the heat exchanger.
Abstract:
An apparatus with video processing includes: one or more processors configured to: generate a syntax element processable by a target standard codec by inputting a quantization parameter, a pre-decoded reference image, and a plurality of frames comprised in a video to a neural network and compressing the plurality of frames, and generate a bitstream by performing entropy encoding on the syntax element.
Abstract:
An air conditioner includes a heat exchanger, a fan and a fan case in which the fan is accommodated. The fan case includes an inlet opening through which air sucked by the fan enters the fan and an outlet opening through which the air that entered the fan is blown by the fan to be discharged from the fan case. An air guide is spaced from a lower end portion of the outlet opening to form a gap through which the air flows to guide the air to a down direction. The air guide includes an inclined portion inclined downward toward an outer side in a lateral direction to guide air to the lateral direction.
Abstract:
According to certain embodiments, a wearable electronic device comprises: an accelerometer which outputs acceleration data for a movement of the wearable electronic device in real time; an output device which outputs audio or video data; and a processor electrically coupled to the accelerometer and the output device, wherein the processor is configured to: output a first guide using the output device, the first guide commanding a user to keep their head still; output a second guide using the output device, the second guide commanding the user to rotate their head about a predetermined one of a roll, pitch, and yaw axis; and output information on a posture of the user wearing the wearable electronic device, determined based on another acceleration data being output from the accelerometer, after outputting the second guide.
Abstract:
An air conditioner including a sensor kit. The air conditioner includes: a cabinet including a first side having a first through hole and a second side having a second through hole; a pipe formed to pass through the first through hole; a sensor kit provided on the second side; and a controller to be electrically connected to the sensor kit, wherein the sensor kit includes: a sensor configured to sense a pollution level of outside air; and a cover formed to cover the second through hole on the second side, and fixing the sensor.
Abstract:
A processor-implemented method of implementing an attention mechanism in a neural network includes obtaining key-value coupling data determined based on an operation between new key data determined using a first nonlinear transformation for key data of an attention layer, and value data of the attention layer corresponding to the key data; determining new query data by applying a second nonlinear transformation to query data corresponding to input data of the attention layer; and determining output data of the attention layer based on an operation between the new query data and the key-value coupling data.