3D Depth Estimation

3D Depth Estimation is a crucial subtask in the field of computer vision, aimed at estimating depth information from monocular images. This task involves analyzing the geometric structure and texture features in the image to construct a 3D depth map of the scene, providing key data support for applications such as autonomous driving, robot navigation, and augmented reality. It enhances the system's perception capabilities and level of environmental understanding.