Why 2D Gaussian Splatting Bleeds GPU Budgets: Hexels for Real-Time 3D Twins
Executive Problem Statement Industrial automation teams and robotics companies are burning thousands of dollars monthly hosting high-VRAM GPU cloud nodes just to visualize and infer physical environments in real time. Radiance fields and standard 2D Gaussian Splatting (2DGS) promised photorealistic digital twins,…