Abstract: An information processing device of the present invention is capable of collaboration with a learning device to determine whether an image group that has been obtained in time series by the first endoscope is an image group obtained at a first time or at a second time, and to create a first inference model for image feature determination of images for the first endoscope by performing learning with results of having performed annotation on the image group that was obtained at the second time as training data, the information processing device comprising at least one or a plurality of classifying processors that classify image groups constituting training data candidates, within an image group from the first endoscope that has been newly acquired, or an image group from a second endoscope, using the image group that has been obtained at the first time, when the first inference model was created.

Abstract: An inference learning device, comprising an input device for inputting data from a data acquisition device, a learning device for obtaining an inference model by learning using training data that has been obtained by performing annotation of the data, and a data processing device that, for data that has been obtained continuously in time series from the data acquisition device, makes provisional training data by performing the annotation on a plurality of items of data that have been obtained from data that was obtained at a given first time to a second time that has been traced back to a predetermined time, and makes data, among the provisional training data that has a high correlation of causal relationship with the data of the first time, into adopted training data, which is training data used in the learning device.

Abstract: An agricultural machine includes a vehicle body, an obstacle detector to detect obstacles, an autonomous travel controller to perform autonomous travel of the vehicle body, the autonomous travel controller being configured or programmed to, when performing the autonomous travel, stop the vehicle body based on detection information about an obstacle detected by the obstacle detector, and a mode switch to switch a mode during the autonomous travel in an agricultural field between an effective mode in which the stopping of the vehicle body based on the detection information is allowed and an ineffective mode in which the stopping of the vehicle body based on the detection information is not allowed.

Abstract: A work vehicle includes a vehicle body including wheels, a controller to cause the vehicle body to perform automatic travel along a travel route set in advance, a driver seat mounted on the vehicle body, a driver seat protective body provided around the driver seat, first obstacle detectors provided at side portions of the driver seat protective body, and capable of detecting an obstacle; and second obstacle detectors provided at positions differing from positions of the first obstacle detectors in a front-back direction, and capable of detecting an obstacle. At a time of start of the automatic travel, the controller is configured or programmed to put each first obstacle detector in a detection state of detecting an obstacle, and, during automatic travel after the start of the automatic travel, the controller is configured or programmed to put each first obstacle detector in a non-detection state of not detecting the obstacle.

Abstract: A working vehicle includes a vehicle body, a linkage provided on the vehicle body to link a working device, a controller to cause the vehicle body to perform automatic travel, a rear obstacle detector to detect obstacles behind the vehicle body, and a setting changer to change rear setting information regarding obstacle detection performed by the rear obstacle detector.

Abstract: A user guide method, comprising determining a reference area according to user behavior and target events the user is interested in, acquiring a reference target event heat map representing distribution of the target events within the reference area for a specified time point, and estimating conditions of a target event at a time when time has passed from the specified time, by referencing the reference target event heat map, and a database that shows chronological change of previous heat maps for the same or similar areas.

Abstract: A mobile image pickup instruction apparatus judges an image pickup result and an image pickup condition to acquire photographing tendency information showing a tendency of photographing of a predetermined image pickup target, generates target object identification information for identifying the predetermined image pickup target by inference using the photographing tendency information, and transmits the generated target object identification information to the mobile image pickup apparatus and a mobile image pickup apparatus controls an image pickup unit provided on a mobile body to pick up an image of the image pickup target based on the target object identification information received.

Abstract: A peripheral device communicates with a central control device. The peripheral device includes a control circuit. The control circuit is configured to acquire, from another peripheral device, first information including a topic provided for the central control device or a user of the central control device, integrate the first information with second information which is included in the peripheral device and includes a topic provided for the central control device or the user of the central control device, to generate third information, and transmit the third information.

Abstract: An information apparatus for communicating with a portable information terminal includes a processor including hardware. The processor determines state information regarding a state of the information apparatus when the power state is switched, by the power switch, from the on state to the office state. The processor also determines whether the manually set parameter has been changed before and after the power state is switched from the on state to the off state, based on the use history information of a manually set parameter in the information apparatus. Finally, the information apparatus transmits, to the portable information terminal, the state information indicating that the set parameter in the information apparatus has been changed when the processor determines that the set parameter has been changed while keeping the processor energized after the power state is switched from the on state to the off state.

Abstract: A mobile photographing apparatus includes an image sensor provided in a mobile body, a storage section configured to store map information within a moving range of the mobile body, and a control section configured to receive target identification information including information on a moving photographing target generated in accordance with a user's operation, acquire information on a photographing position based on the target identification information, perform movement control to cause the mobile body to move in order for the image sensor to pick up an image of the photographing target based on the information on the photographing position and the map information, and cause the image sensor to pick up an image of the photographing target.

Abstract: An imaging apparatus includes an imaging unit, a first image processor, and a second image processor. The imaging unit sequentially acquires image frames whose photography conditions have been changed. The first image processor generates moving image data by performing image processing to maintain continuity between the image frames obtained by changing the photography conditions. The second image processor composes the image frames whose photography conditions have been changed, to generate condition-changed still image data.

Abstract: An imaging apparatus includes an imaging element, an imaging lens, an AF controller, an image synthesis unit, and a display. The imaging element captures multiple images of an object to obtain a plurality of image data. The imaging lens includes a focus lens and is used for generating an image of the object in the imaging element. The AF controller controls a focus state of the imaging lens. The image synthesis unit synthesizes a region with a large amount of blurriness in image data of a current frame and a region with a small amount of blurriness in image data of a preceding frame obtained before the image data of the current frame, among the plurality of image data obtained by the imaging element by the plurality of times of image capturing during the drive of the focus lens. The display displays an image synthesized by the image synthesis unit.

Abstract: A peripheral device communicates with a central control device. The peripheral device includes a control circuit. The control circuit is configured to acquire, from another peripheral device, first information including a topic provided for the central control device or a user of the central control device, integrate the first information with second information which is included in the peripheral device and includes a topic provided for the central control device or the user of the central control device, to generate third information, and transmit the third information.

Abstract: An imaging apparatus includes an imaging unit that includes a shooting lens for collecting an image of a subject to be shot; and an imaging element that forms the image collected by the shooting lens and generates image data through photoelectric conversion of formed image. The imaging apparatus also includes an inclination detector that detects an inclination of the imaging apparatus from a predetermined position, through a rotation around a shooting optical axis of the shooting lens. The apparatus also includes a control unit that changes an operating mode to a switchable state capable of switching between operating modes when a predetermined time has elapsed in a state in which the inclination detected by the inclination detector falls within a predetermined range in which the operating modes of the imaging apparatus are switched to each other.

Abstract: A mobile image pickup instruction apparatus judges an image pickup result and an image pickup condition to acquire photographing tendency information showing a tendency of photographing of a predetermined image pickup target, generates target object identification information for identifying the predetermined image pickup target by inference using the photographing tendency information, and transmits the generated target object identification information to the mobile image pickup apparatus and a mobile image pickup apparatus controls an image pickup unit provided on a mobile body to pick up an image of the image pickup target based on the target object identification information received.

Abstract: A portable terminal device comprising: a control section that controls power supplied to a display section; and an acceleration detection section including a comparator that outputs a signal when the power is supplied to the display section even in a power-off state and acceleration equal to or greater than a predetermined value is detected, wherein the control section starts supplying the power to the display section, if there is no vibration during a predetermined time, after detecting the acceleration equal to or greater than the predetermined value with the acceleration detection section.

Abstract: An information terminal apparatus includes: a function execution section that executes an acquisition function which acquires a sound or an image that is of a same kind as an acquisition function which acquires a sound or an image that an external device includes, as a substitutional function instead of the external device; a display section; a communication section that performs communication with one or more external devices that co-operate with the information terminal apparatus; and a control section that, in a co-operation mode, before co-operating with the external device and causing execution of the acquisition function which acquires a sound or an image that the external device includes through the communication section, executes a co-operation preparation mode that includes causing the substitutional function of the function execution section to be executed and display control for performing settings relating to the acquisition function which acquires a sound or an image.

Abstract: A peripheral device communicates with a central control device. The peripheral device includes a control circuit. The control circuit is configured to transmit first information to the central control device. The first information includes a topic to be provided to the central control device or a user of the central control device.

Abstract: A focus detection apparatus includes an imaging element includes that a plurality of focus detection pixels, a correction value calculation unit that calculates a correction value used to correct pixel signals based on an optical state before the imaging element performs imaging for still image capturing or imaging for focus detection, a correction unit that performs correction using the correction value simultaneously with reading the pixel signals from the focus detection pixels subsequent to the imaging for the still image capturing or the imaging for the focus detection by the imaging element, and a focus detection unit that performs focus detection based on the corrected pixel signals.

Abstract: An imaging apparatus includes an imaging section, a display section, an image analysis section, and an auxiliary image creating section. The imaging section images an object to acquire image data concerning the object. The display section displays an image based on the image data. The image analysis section analyzes features of the image data. The auxiliary image creating section determines at least one piece of application processing useful for confirmation of a focus state of the object in the image displayed in the display section from the analyzed features of the image data, sets imaging conditions of the imaging section in correspondence with the determined application processing, and then operates the imaging section to create an auxiliary image.