3D Shape Reconstruction From A Single 2D Image

The task of 3D Shape Reconstruction from a Single 2D Image aims to reconstruct the three-dimensional shape of an object from a single two-dimensional image taken from one viewpoint. This task utilizes deep learning and computer vision techniques to extract geometric features and structural information from the image, generating a high-precision 3D model. Its application value is extensive, including virtual reality, augmented reality, autonomous driving, and medical image analysis, significantly enhancing the system's perception capabilities and interactive experience.