Abstract: To provide a sliding member for transport devices that has excellent wear resistance and can be subjected to profile section forming, and a resin composition. The sliding member for transport devices, formed from a resin composition contains (A) a polyacetal resin, wherein a cross-sectional area of a wear groove is 1,000 ?m2 or less when a JIS K7139 multipurpose test specimen type A1 formed from the resin composition and an S45C pin are subjected to reciprocating sliding 40,000 times at a moving speed of 6,000 mm/min, a load of 500 g, and a one-way moving distance of 20 mm, and the melt volume flow rate of the polyacetal resin as measured according to JIS K7210-1 is 1.0 to 5.0 cm3/10 min.

Abstract: A region extraction unit (32) extracts each region when an input image input to a convolutional neural network including a plurality of convolutional layers is divided into a region of a maximum size which is processable as the input image and a plurality of regions obtained by overlapping regions with an overlap amount corresponding to a reduction in the input image by the convolutional layers; a calculation unit (33) performs convolution calculation by the plurality of convolution layers that are integrated using data of the extracted region as input data; and an output unit (35) combines and output results of the calculation on the plurality of regions.

Abstract: An information processing device 10 includes a generator 10B and a learning unit 10C. The learning unit 10C inputs each of the first category, into which the data 24 is classified, and the second category, into which the data 24 is classified more specifically than in the first category, to the generation model (the generation model 20) and generates the first data 24A belonging to the first category and the second data 24B belonging to the second category as output from the generation model. The learning unit 10C learns the recognition model 26 that outputs a recognition result from the data 24 by using the data 24 including the first data 24A and the second data 24B.

Abstract: A rotary damper (10) having a non-rotation section (S1) of a rotating member (12), the rotary damper (10) including: a first mechanism that causes a first engaged portion (13) to follow an engagement portion (31) when the engagement portion (31) rotates from an end point (E) of a movable range (R) of the engagement portion (31) to a predetermined position (P); and a second mechanism that stops the first engaged portion (13) from following at the predetermined position (P).

Abstract: An optical article that includes a base, an underlayer, and a surface treatment layer arranged in this order, wherein the underlayer is a layer formed with use of an underlayer forming composition that contains a silane compound other than silica, and the surface treatment layer is a layer formed with use of a surface treatment agent that contains a compound having a chain group and a reactive silyl group.

Abstract: An image processing apparatus includes: a division unit that divides an input image including at least one person and outputs plural first images; a first processing unit that obtains first skeleton information that is skeleton information for a person included in each of the plural first images by giving, as an input, each of the plural first images to a learned model that has learned in advance to receive an image as an input and to output the skeleton information including positions of plural feature points and a connection relationship between the feature points for each person included in the input image. Further, there is a scaling unit that outputs a second image, a second processing unit that obtains second skeleton information, and a selection unit that selects one of the first skeleton information or the second skeleton information.

Abstract: A data processing device that includes a neural network including convolution processing using a Winograd algorithm includes an acquisition unit that acquires target data to be processed, and a processing unit that processes the target data using the neural network including the convolution processing. The processing unit calculates a Hadamard product of a result of kernel transformation processing based on the Winograd algorithm and a kernel transformation matrix when performing the convolution processing, and obtains a result of the convolution processing by using a calculation result of the Hadamard product, and values of elements of the kernel transformation matrix are powers of 2 and have different constant values corresponding to divisors of division required for the kernel transformation processing when the kernel transformation matrix is not applied, and are set such that no division is included in the operation processing before the multiplication is executed.

Abstract: A printing apparatus includes: a control unit configured to control a first heating process and a second heating process and configured to control the first heating process and the second heating process to be performed before a printing head starts printing an image on printing medium that is a printing target, wherein the second heating process is performed after the first heating process and before the printing head prints the image, and wherein a first target temperature in the first heating process is higher than a second target temperature in the second heating process.

Abstract: An object detecting device includes: an overall processing unit configured to perform object detection processing on an input image; an allocation processing unit configured to determine a segmented image for each frame which is subject to object detection among the plurality of segmented images in advance in a cycle of N frames, and reserve the determined segmented image; a selection processing unit configured to select and output, for each frame, some of the segmented images that are subject to object detection among the plurality of segmented images based on a reservation result from the allocation processing unit; a division processing unit configured to perform object detection processing on each of the segmented images output from the selection processing unit; and a synthesizing processing unit configured to synthesize an object detection result from the overall processing unit and an object detection result from the division processing unit.

Abstract: Semiconductor devices, systems and methods are described. A system can include a controller configured to generate a control signal, a power module and a gate driver. The gate driver can be configured to drive the power device according to the control signal. The gate driver can be further configured to measure a voltage across a source wire of the power device. The gate driver can be further configured to output the voltage across the source wire to the controller. The controller can be further configured to determine, based on at least the voltage across the source wire, an overshoot voltage associated with the power device. The controller can be further configured to determine, based on at least the overshoot voltage, a peak drain-source voltage of the power device. The controller can be further configured to adjust the control signal based on the determined peak drain-source voltage.

Abstract: A photoelectric conversion apparatus includes a first substrate including a pixel array having a plurality of pixels including a pixel configured to output a focus detection signal and a second substrate layered on the first substrate, the second substrate including an analog-to-digital (A/D) converter including a plurality of A/D conversion circuits that converts a signal output from the first substrate to a digital signal, wherein the second substrate further includes a plurality of signal processing sections configured to perform a mechanical learning process, the second substrate including a first signal processing section and a second signal processing section, wherein the plurality of A/D conversion circuits includes a plurality of different sets, wherein the first signal processing section is disposed in correspondence with one of the plurality of sets, and wherein the second signal processing section is disposed in correspondence with another of the plurality of sets.

Abstract: Systems and methods for injecting a current into are described. A switch converter can include a high-side switch and a low-side switch. A driver circuit can be configured to drive the high-side switch and the low-side switch in the switch converter. A controller can be configured to provide control signals to control the driver circuit. The driver circuit can further include a circuit configured to inject a current dip into a gate current outputted by the driver circuit to drive at least one of the high-side switch and the low-side switch.

Abstract: A manufacturing method of a rolling bearing ring comprising: a step of obtaining a base member; a step of forming, by laser cladding, a cladded layer made of a metal material having a higher hardness than the base member on one surface of the body member; a step of forming a rolling element guide surface by finishing a surface of the cladded layer; and a step of forming, by laser hardening, a hardened layer over the entire circumference of a surface layer portion of at least a part of the base member that is separated from the cladded layer.

Abstract: A new compound and a new composition useful as a surface treatment agent capable of forming a surface-treated layer having excellent abrasion resistance on a substrate, a surface treatment agent capable of forming such a surface-treated layer, a method for manufacturing an article including such a surface-treated layer, and such an article are provided.

Abstract: A malfunction detection method detects a malfunction in an electronic control device. The electronic control device includes a normal power supply terminal connected to a normal power supply mounted on a vehicle, a starting power supply terminal connected to a starting power supply, a controller activated by supply of a normal voltage, and a wake-up circuit having a wake-up switch to open and close a power supply path from the normal power supply terminal to the controller. The wake-up circuit turns on the wake-up switch when a starting voltage input to the starting power supply terminal is equal to or greater than an ON threshold. The malfunction detection method includes determining by the controller that the wake-up switch has an ON sticking malfunction when the normal voltage is equal to or greater than a threshold and the starting voltage is less than the ON threshold.

Abstract: A new compound and a new composition useful as a surface treatment agent capable of forming a surface-treated layer having excellent abrasion resistance on a substrate are provided. A compound represented by Formula (1-1) or Formula (1-2).

Abstract: A calculation unit (22) sets each frame, of a moving image including a plurality of frames, as a target frame, calculates a motion vector with reference to a reference frame over an entirety of the target frames, and calculates an index indicating a magnitude of change between a key frame and the target frame, which is represented by using the motion vector, a judgement unit (25) judges whether or not the calculated index is equal to or greater than a predetermined threshold value, a first detection unit (27) detects a region indicating an object from the target frame by using an object detection model in a case in which the index is equal to greater than the threshold value, a second detection unit (28) detects a region on the target frame, which is obtained by correcting a position of a region detected in the reference frame by using the motion vector in a case in which the index is less than the threshold value, and an output unit (30) outputs information of the region detected by the first detection unit

Abstract: A method for producing a high-purity polymer (A); and a method for producing a silicone hydrogel lens at a low cost are provided. A method for producing a polymer (A) includes: (step 1) a step of obtaining a polymer (A1) by polymerizing a first monomer (a) that has one ethylenically unsaturated group; (step 2) a step of obtaining a polymer (A2) by having the polymer (A1) react with a second monomer that has an ethylenically unsaturated group; and (step 3) a step of obtaining a polymer (A) by purifying the polymer (A2) with use of a subcritical or supercritical fluid. The first monomer is selected from one of the first group consisting of hydroxyl group-containing monomers, and the second group consisting of isocyanate compounds of (meth)acrylic acids, anhydrides of (meth)acrylic acids, and halides of (meth)acrylic acids. The second monomer is selected from the other of the first and second group.

Abstract: An information processing device according to an embodiment includes a hardware processor connected to a memory. The processor receives an input of input information including recognition target data. The processor executes one or more recognition tasks. Each of the recognition tasks is a task of recognizing the recognition target data based on reference information including reference data, one or more pieces of attention region information indicating an entire or a partial attention region of the reference data, and explanatory information about the attention region. The processor outputs information including recognition result obtained by executing the one or more recognition tasks.

Abstract: A printing apparatus includes: a control unit configured to control a first heating process and a second heating process and configured to control the first heating process and the second heating process to be performed before a printing head starts printing an image on printing medium that is a printing target, wherein the second heating process is performed after the first heating process and before the printing head prints the image, and wherein a first target temperature in the first heating process is higher than a second target temperature in the second heating process.