Engineering a Seamless 2D-to-3D Mesh Pipeline: Overcoming the Geometry Bottleneck

Generative AI has evolved rapidly beyond text and 2D images, moving straight into spatial geometry. However, engineering a production-ready pipeline that transforms a flat 2D image into a structured,