Abstract: An image processing apparatus includes: a first controller including first control circuitry and first power supply control circuitry; and a second controller including second control circuitry and second power supply control circuitry. The first control circuitry controls an image former. The second control circuitry controls an external interface.

Abstract: An imaging device includes: an imaging section that has a pixel region where a plurality of pixels is arrayed, a readout unit control section that controls readout units each set as a part of the pixel region, a readout control section that controls readout of pixel signals from the pixels included in the pixel region for each of the readout units set by the readout unit control section, a recognition section that has a machine learning model trained on the basis of leaning data, and a determination basis calculation section that calculates a determination basis of a recognition process performed by the recognition section. The recognition section performs the recognition process for each of the readout units. The determination basis calculation section calculates a determination basis for each of the readout units.

Abstract: Information processing is implemented which analyzes the cause of the result of recognition using a machine learning model. An information processing apparatus includes: a recognition processing section configured to perform object recognition processing on sensor information from a sensor section by use of a trained machine learning model; a causal analysis section configured to analyze the cause of a result of recognition by the recognition processing section on the basis of the sensor information from the sensor section and the result of recognition by the reception processing section; and a control section configured to control an output of the sensor section. The sensor section is an image sensor. The causal analysis section determines the cause of a drop in characteristic of recognition by the recognition processing section on the basis of low-resolution high-bit-length image data for causal analysis.

Abstract: Where a highly accurate image analysis is required, for example, only RAW images selected according to specified conditions are selected and transmitted to a server. There are provided an imaging unit that is mounted on a movable device, an image signal processor that generates a color image by signal processing of the RAW image which is an output of an imaging element of the imaging unit, an image analysis unit that executes analysis processing of the color image, a transmission necessity determination unit that determines transmission necessity of the RAW image to the server, and a transmission unit that transmits the RAW image to the external server according to a determination result. The transmission necessity determination unit decides the transmission necessity of the RAW image on the basis of a transmission timing control at constant intervals, imaging and signal processing parameters, an image analysis result, device information, or the like.

Abstract: An image processing apparatus includes: a first controller including first control circuitry and first power supply control circuitry; and a second controller including second control circuitry and second power supply control circuitry. The first control circuitry controls an image former. The second control circuitry controls an external interface.

Abstract: An information processing apparatus includes a RAM; a non-volatile memory storing setting information in which a compression method is set for each of a plurality of RAM disks, the setting information including a plurality of compression methods; and circuitry. The circuitry is configured to create each of the plurality of RAM disks with the compression method mounted, in the RAM, according to the setting information; request writing and reading of data from an application; write the data into a corresponding RAM disk of the plurality of RAM disks corresponding to the application, in response to a writing request of the data from the application; and compress the data in the compression method mounted on the corresponding RAM disk.

Abstract: An information processing apparatus includes a RAM; a non-volatile memory storing setting information in which a compression method is set for each of a plurality of RAM disks, the setting information including a plurality of compression methods; and circuitry. The circuitry is configured to create each of the plurality of RAM disks with the compression method mounted, in the RAM, according to the setting information; request writing and reading of data from an application; write the data into a corresponding RAM disk of the plurality of RAM disks corresponding to the application, in response to a writing request of the data from the application; and compress the data in the compression method mounted on the corresponding RAM disk.