3D Movies

3D Movies数据集是一个大规模的立体影像数据源，包含从精心控制的条件下捕捉的高质量图像。该数据集主要用于单视图深度估计，通过立体匹配技术提供相对深度信息。数据集的创建旨在解决现有数据集在多样性和规模上的不足，特别是在动态场景的深度信息获取方面。通过结合其他互补数据源，3D Movies数据集能够显著提高单目深度估计的性能，尤其是在零样本跨数据集转移任务中表现出色。

The 3D Movies dataset is a large-scale stereoscopic image data source containing high-quality images captured under carefully controlled conditions. It is primarily used for single-view depth estimation, providing relative depth information via stereo matching techniques. The dataset was developed to address the limitations of existing datasets in terms of diversity and scale, particularly in the acquisition of depth information for dynamic scenes. By combining other complementary data sources, the 3D Movies dataset can significantly improve the performance of monocular depth estimation, and delivers exceptional performance especially in zero-shot cross-dataset transfer tasks.