Abstract: In some embodiments, a method of determining a personalized skincare recommendation is provided. A computing system receives data depicting a face of a subject. The computing system determines features based on the data depicting the face of the subject. The computing system provides the features to an ageotype classifier to generate a predicted skin ageotype for the subject. The computing system generates the personalized skincare recommendation based on at least the predicted skin ageotype.

Abstract: An apparatus and a method for detecting a three-dimensional object includes a camera configured for obtaining a 2D image, and a controller electrically connected to the camera, and the controller extracts 2D information and 3D information for at least one object from the 2D image, and detects 3D object information by utilizing the 2D information and the 3D information.

Abstract: A print consumable may include a rotatable core, a roll of dispensable print substrate, and a radio-frequency identification (RFID) tag. The roll of the dispensable print substrate may be dispensably secured to the core. The RFID tag may be secured to the core and configured to rotate about a core axis. The RFID tag includes an RFID antenna coupled to an RFID chip. The RFID chip may include a print counter, a stock-keeping unit (SKU) code, and a consumable authentication code. A print system may include a housing, a holder to hold the print consumable, a print head, a transceiver, a trace antenna for reading an RFID tag of the print consumable, and a controller. The controller may be configured to receive a signal from the transceiver indicative of one or more of the print counter, the SKU code, and the consumable authentication code received from the RFID antenna.

Abstract: There is provided an image reading apparatus in which a low output mode is a mode that can be controlled in a coupling state where a low power-feeding USB device is coupled, a high output mode is a mode that can be controlled in a coupling state where a high power-feeding USB device capable of feeding power higher than the low power-feeding USB device is coupled, and a control section does not perform image reading at a second reading speed faster than a first reading speed and performs image reading at the first reading speed in the low output mode.

Abstract: Image data may indicate an average number of drops of printer fluid per pixel. Print data may be generated such that a total number of drops of printing fluid are deposited to a print medium during a pass in a forward direction and a pass in the reverse direction according to a distribution.

Abstract: An information processing device includes a processor configured to: recognize, based on a predetermined condition, a degree of confidentiality of acquired print data; request a first apparatus that is installed in an internal environment in which the first apparatus is installed or that is installed in an environment that requires authentication processing for access to perform rasterization processing on print data that is recognized as having a high degree of confidentiality; and request a second apparatus, which is different from the first apparatus, to perform rasterization processing on print data that is recognized as not having a high degree of confidentiality.

Abstract: An information processing apparatus includes a processor configured to: as a first job, perform connection to an external server that is enable to be connected from the information processing apparatus, instruct the external server to execute processing by designating shared information held in a storage device that is enable to be shared by plural jobs, hold the designated shared information in a primary storage section, and release a resource used in the first job, as a second job different from the first job, acquire a result of the processing by the external server, and execute processing using the shared information designated in the first job and held in the primary storage section, and change the shared information held in the storage device and not changing the shared information held in the primary storage section in a case where an operation of changing the shared information is performed between execution of the first job and start of the second job.

Abstract: An information processing device includes: a processor configured to: acquire (i) setting information related to a setting of predetermined processing and (ii) information on an installation place; and refer to the information on the installation place where the setting information is used, to change a setting of the setting information to a setting that is based on a changing rule set for each installation place.

Abstract: A system and method is disclosed for improving fraud detection in the context of a user submitting, via a client device, a photo of a photo ID and a selfie taken during a step of the verification process. A machine learning model may be trained to generate biometric data signals from the selfie. As examples, the biometric data signals generated from the selfie can include an estimated age, gender, hair color, and eye color. The biometric data generated from the selfie may be compared with biometric data listed on the photo ID as an aid to identifying potential identity fraud. In some implementations, a facial filter corresponding to a map of a set of facial measurements of the photo in the photo ID may be compared with the facial measurements of the selfie.

Abstract: An image processing device includes a controller, a device information generator that generates device information including identification information of the image processing device, and a job executor that executes a job at a predetermined setting based on setting information for job execution sent from a terminal device, wherein the controller displays the generated device information on the terminal device and, based on the setting information for job execution sent from the terminal device that read the displayed device information, controls the job executor to output the job at the predetermined setting.

Abstract: Disclosed embodiments may include a system for measuring document legibility. The system may automatically receive document image data from a user device. The system may then process the image data using optical character recognition to create language data containing a plurality of words. The system may then obtain an overall number by counting the plurality of words in the language data. The system may then identify and count the common words within the plurality of words by comparing the plurality of words to words in a database. A score may be obtained by dividing the common word number by the overall number. The score may then be compared to a legibility threshold. If the score is below the threshold, the system may determine the document is illegible. If the score is above the threshold, the system may determine the document is legible.

Abstract: A translator pen and a translation method using same are provided. The translator pen includes a housing and a pen head. The housing forms a first accommodation cavity adapted to accommodate an image collector. An outer contour of the pen head is formed into a tapered shape, an outer diameter of the pen head gradually decreases along a direction of the pen head away from the housing and forms a second accommodation cavity adapted to accommodate a pen core. At least a portion of the end of the housing, which does not form the pen head, forms an inclined surface. The inclined surface is inclined relative to the outer contour of the pen head toward an outside of the housing along a direction of the housing away from the pen head. The image collector is configured to face the inclined surface.

Abstract: A method includes obtaining an engineering schematic containing multiple symbols and connections involving the symbols, where different ones of the symbols in the engineering schematic represent different types of equipment. The method also includes identifying visual features of the engineering schematic. The method further includes processing the visual features using at least one trained machine learning model to (i) identify boundaries around the symbols in the engineering schematic and (ii) classify the symbols in the engineering schematic into multiple classifications, where different ones of the classifications are associated with different types of symbols.

Abstract: A method and apparatus for processing documents is provided. The documents may be conveyed to a feeder for feeding documents to a scanner. The scanner scans each document to obtain image data and then discharges the document to one or more output or sort locations. The system may include a skew reduction assembly for reducing skew in the documents as the documents are fed to the scanner. The system may also include elements for improving image quality and reducing document damage while the document is scanned. The system may further include features for improving the stacking of the discharged documents.

Abstract: An image segmentation method includes the following steps: obtaining a target image; inputting the target image into a machine learning model to obtain an image segmentation parameter value corresponding to the target image; executing an image segmentation algorithm on the target image according to the image segmentation parameter value to obtain an image segmentation result, wherein the image segmentation result is segmenting the target image into object regions; and displaying the image segmentation result. In addition, an electronic device and storage medium using the method are also provided.

Abstract: An apparatus for controlling the printing on wire or cable. The apparatus including a processor, a bus connected to the processor, a user input connected to the bus, a display screen connected to the user input and the bus, a first storage system connected to the bus, data stored in the first storage system and displayable on the display screen, wherein the data includes manufacturing and print information, a printer connected to the bus, wherein the printer prints the data on the wire or cable, a communication device connected to the bus, and an identification device connected to the bus, wherein identification device receives information from a user.

Abstract: Methods and systems are provided for facilitating implementation of machine learning models in embedded software. In embodiments, a lean machine learning model, having a limited number of layers, is trained in association with a complex machine learning model, having a greater number of layers. To this end, a complex machine learning model, having a first number of layers, can be trained based on an output generated from a lean machine learning model used as input to the complex machine learning model. Further, the lean machine learning model, having a second number of layers less than the first number of layers, is trained using a loss value generated in association with training the complex machine learning model. Thereafter, the trained lean machine learning model can be provided for implementation in an embedded software.

Abstract: A control apparatus includes: a display control unit that performs control to display any one of multiple menu screens on which multiple menu items are arranged, respectively; a reception unit that receives an instruction to initialize the menu screen designated out of the multiple menu screens; and a control unit that performs control to initialize relevant information, which is information individually held correspondingly to the designated menu screen and includes cookie information used by a Web browser, based on the reception of the instruction of the initialization.

Abstract: An image reading device includes a motor 3, a reading section 7 that reads an image on a medium 5, a first transporting roller 9 that transports the medium in a transport direction F by driving force of the motor and that is provided upstream of the reading section in the transport direction, a second transporting roller 11 that transports the medium in the transport direction by driving force of the motor and that is provided downstream of the reading section in the transport direction, and a measuring section 17, using an encoder sensor 15, configured to measure the rotational position of an encoder scale 13, wherein the encoder scale 13 is provided on a rotation shaft 19 of the second transporting roller 11.

Abstract: A communication apparatus capable of communicating with an access point includes a memory containing instructions and a processor for executing the instructions to function as a storage unit configured to store, in at least one memory, each of first setting information, which can be changed by a first user and cannot be changed by a second user whose authorization is lower than that of the first user, and second setting information, which can be changed by the second user. The communication apparatus is operated using the first setting information when a predetermined authentication method is used in communication in which connection in which connection between the access point and the communication apparatus is established is used, and the communication apparatus is operated using the second setting information when the predetermined authentication method is not used.