Abstract: To improve current and future safety of a site. An information processing system for ensuring safety of a site where a heavy machine is introduced, the information processing system includes one or more sensor units that are mounted on an apparatus arranged at the site to detect a situation at the site, a recognition unit that recognizes the situation at the site based on sensor data acquired by the one or more sensor units, and an apparatus management unit that manages the apparatus based on a result of recognition by the recognition unit.

Abstract: A learning apparatus according to the present technology includes a learning unit that trains a CNN by using, as training data, a ground truth label prepared for each training image and ground-truth position information indicating a position of a target object in the training image.

Abstract: Object detection systems and methods are disclosed. In one example, an object detection system holds blind spot information about a blind spot area of a driving target. An information acquisition unit acquires surroundings situation information about a surrounding situation of the driving target, a detection processing unit detects an object based on the surroundings situation information, a state determination unit determines that the object is in a dangerous state where the object is in the blind spot area, based on position information of the object detected and the blind spot information, and a notification unit notifies a driver of the driving target and/or surroundings around the driving target that the object is in the dangerous state.

Abstract: An imaging apparatus of the present disclosure includes an imaging unit having a plurality of operation modes including a first operation mode configured to reduce power consumption and a second operation mode that generates a captured image, and an operation mode setting section that selects one of the plurality of operation modes.

Abstract: A load on restoring processing of a sampling signal by compressive sensing is reduced. In an image transmission and reception system, an imaging apparatus and a server are connected with each other via a network. The imaging apparatus randomly selects part of pixels from a plurality of pixels corresponding to light from a subject and photoelectrically converts the selected pixels, thereby transmitting the photoelectrically converted pixels as compressed image signals in a time sequence. The server receives the compressed image signals from the imaging apparatus via the network and restores the received compressed image signals on the basis of a sampling matrix that specifies the selection in the imaging apparatus.

Abstract: An imaging apparatus of the present disclosure includes an imaging unit having a plurality of operation modes including a first operation mode configured to reduce power consumption and a second operation mode that generates a captured image, and an operation mode setting section that selects one of the plurality of operation modes.