Abstract: An information processing apparatus including a control unit that generates a vibration stimulation signal to be provided to a user based on a sound signal in a content, wherein the control unit is configured to: acquire data of a content including a sound signal; execute an analysis process on the sound signal; and generate a vibration stimulation signal to be provided to a user in a conversion process of the sound signal according to a result of the analysis process.

Abstract: An information processing apparatus according to embodiments includes a control circuitry configured to determine an environmental contribution level of a behavior performed by a user. The control circuitry is further configured to: acquire behavior information related to a behavior of a user analyze the behavior of the user based on the acquired behavior information; and determine an environmental contribution level of the behavior of the user based on relative evaluation of the analyzed behavior of the user with respect to a reference behavior.

Abstract: An information processing apparatus including a control unit that generates a vibration stimulation signal to be provided to a user based on a sound signal in a content, wherein the control unit is configured to: acquire data of a content including a sound signal; execute an analysis process on the sound signal; and generate a vibration stimulation signal to be provided to a user in a conversion process of the sound signal according to a result of the analysis process.

Abstract: An information processing apparatus includes a control unit configured to execute a scene detection process, a parameter extraction process, and an output process. The scene detection process detects a scene from an input content. The parameter extraction process extracts a realistic sensation parameter for wave control that corresponds to a scene that is detected by the scene detection process. The output process outputs a wave signal for the content that is produced by processing sound data of the input content by a realistic sensation parameter that is extracted by the parameter extraction process.

Abstract: A vehicle onboard apparatus mounted in a vehicle includes an in-vehicle processing unit that performs image recognition on an input image from a camera mounted in the vehicle. The in-vehicle processing unit performs the image recognition using an image recognition model corresponding to position information of the vehicle and additional reference information different from the position information.

Abstract: An image processing device for generating learning data that is used for machine learning includes a processor that obtains image data. The processor specifies an unprocessable region that is a region in which a predetermined process cannot be performed or a region in which the predetermined process is not performed in an image region of the image data, and generates image data on which the predetermined process is performed in a region except the unprocessable region in the image region, as the learning data.

Abstract: A learning apparatus for training a student model with a teacher model includes a processor. The processor computes the performance difference between the teacher and student models. The processor makes at least one of a determination, based on the performance difference, of whether to use the teacher model and a determination, based on the performance difference, of whether to change the weight coefficient in calculating the loss in the student model.

Abstract: A model generating apparatus includes a measurement unit and a change unit. The measurement unit measures a size of an object appearing on an image included in data set. The change unit changes, based on a distribution of the size, a layer to be connected to a detection unit of a Convolutional Neural Network (CNN) for detecting an object appearing on the image, among layers for extracting feature included in the CNN.