Metric3D is an official PyTorch implementation of two research papers on monocular depth estimation and 3D reconstruction. The model uses a deep learning architecture, specifically a geometric foundation model, to predict depth maps and surface normals from single images in a zero-shot transfer setting. It supports zero-shot evaluation across different datasets without requiring domain-specific fine-tuning.