Abstract Integrating AI algorithms with Sony IMX415 sensors creates energy-efficient dash cams, reducing carbon footprints through smart recording and accident prevention while ensuring top-tier security.   I. Introduction: The Next Stop for Imaging Technology is "Eco-Efficiency" The global automotive industry is undergoing a massive transformation driven by carbon neutrality goals. While the spotlight often falls on electric vehicles and alternative fuels, the electronics ecosystem within the cabin is quietly undergoing its own green revolution. Governments and environmental organizations worldwide are pushing for lower energy consumption across all vehicular modules, compelling Dash cam manufacturers  to rethink how security devices operate. It is no longer sufficient for a camera to simply record video; the modern market demands devices that are intelligent, energy-efficient, and sustainable.For the automotive aftermarket, this is a major technological leap. Traditio...