The Matterport3D V1.0 dataset contains data captured throughout 90 properties with a Matterport Pro Camera.
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This repository includes the raw data for the dataset plus derived data, annotated data, and scripts/models for several scene understanding tasks.
Visit the main website for updates and to browse the data.
Paper
If you use the Matterport3D data or code please cite:
Data
The dataset consists of several types of annotations: color and depth images, camera poses, textured 3D meshes, building floor plans and region annotations, object instance semantic annotations. For details see the data organization document.
To download the dataset, you must indicate that you agree to the terms of use by signing the Terms of Use agreement form and sending it to: matterport3d@googlegroups.com. We will then provide download access to the dataset.
Benchmark tasks
Using the Matterport3D data, we present several benchmark tasks: image keypoint matching, view overlap prediction, surface normal estimation, region type classification, and semantic voxel labeling. See the tasks directory for details.
Tools
We provide code for loading and viewing the data. See the code directory for details.
License
The data is released under the Matterport3D Terms of Use, and the code is released under the MIT license.