BATTERY-POWERED CAMERA WITH REDUCED POWER CONSUMPTION BASED ON MACHINE LEARNING AND OBJECT DETECTION

摘要

Apparatus and associated methods relate to transmitting video frames selected by a camera based on detected motion to a network hub configured with an artificial intelligence adapted to predict a region of interest within the selected video frames, configuring the camera with the region of interest predicted by the hub, and managing the energy consumption of the camera based on automatically governing camera operational parameters adapted as a function of the region of interest. In an illustrative example, the camera may be a battery-powered camera. In some embodiments, the camera may be configured in a low power mode with wireless interfaces off. In various implementations, the camera may be configured to detect motion within a region of interest and ignore motion elsewhere. Various examples may advantageously provide improved camera power management based on governing the camera operational parameters as a function of detected motion and the configured region of interest.