CVPR2024
DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision
Lu Ling, Yichen Sheng, Zhi Tu, Wentian Zhao, Cheng Xin, Kun Wan, Lantao Yu, Qianyu Guo, Zixun Yu, Yawen Lu, Xuanmao Li, Xingpeng Sun, Rohan Ashok, Aniruddha Mukherjee, Hao Kang, Xiangrui Kong, Gang Hua, Tianyi Zhang, Bedrich Benes, Aniket Bera
摘要
Figure 1. We introduce DL3DV-10K, a large-scale, scene dataset capturing real-world scenarios. DL3DV-10K contains 10,510 videos at 4K resolution spanning 65 types of point-of-interest (POI) locations, covering a wide range of everyday areas. With the fine-grained annotation on scene diversity and complexity, DL3DV-10K enables a comprehensive benchmark for novel view synthesis and supports learning-based 3D representation techniques in acquiring a universal prior at scale.