Key Takeway

Aesthetic design matters to consumers in many product categories. For autos, where development cycles are lengthy, mid-generational “facelifts” can help maintain consumer appeal but may also be expensive. Deep machine learning offers auto designers an efficient, scalable, customizable, and cost-effective tool to infuse nature-inspired aesthetic elements into interim product designs.