mirshad7/NeRF-MAE
收藏Hugging Face2024-07-21 更新2024-07-22 收录
下载链接：
https://hf-mirror.com/datasets/mirshad7/NeRF-MAE
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资源简介：
NeRF-MAE数据集是一个用于NeRF（神经辐射场）预训练和微调的数据集。预训练数据集包含NeRF的辐射和密度网格，微调数据集则包含NeRF的辐射和密度网格以及边界框和语义标注注释。数据集基于Front3D、Habitat-Matterport3D、HyperSim和ScanNet等数据集生成，并提供了多视角渲染图像和Instant-NGP检查点。该数据集可用于3D目标检测、3D语义分割和体素超分辨率等任务。
The NeRF-MAE dataset consists of pretraining and finetuning parts. The pretraining dataset includes NeRF radiance and density grids, while the finetuning dataset contains radiance and density grids as well as bounding box and semantic labeling annotations. The dataset has a clear directory structure for easy extraction and use. Additionally, the dataset plans to release multi-view rendered images and Instant-NGP checkpoints, totaling over 3200 trained NeRF checkpoints and more than 1 million images. The dataset is generated based on the guidance of NeRF-RPN and 3D-CLR, and uses Front3D, Habitat-Matterport3D, HyperSim, and ScanNet as the base datasets.
提供机构：
mirshad7
