Sold by: Vision-CAIR, CEMSE, KAUST
Open data
|
Deployed on AWS
3D CoMPaT is a richly annotated large-scale dataset of rendered compositions of Materials on Parts of thousands of unique 3D Models.
This dataset primarily focuses on stylizing 3D shapes at part-level with compatible materials.
Each object with the applied part-material compositions is rendered from four equally spaced views as well as four randomized views.
We introduce a new task, called Grounded CoMPaT Recognition (GCR), to collectively recognize and ground compositions of materials on parts of 3D objects.
We present two variations of this task and adapt state-of-art 2D/3D deep learning methods to solve the problem as baselines for future research.
We hope our work will help ease future research on compositional 3D Vision.
Overview
3D CoMPaT is a richly annotated large-scale dataset of rendered compositions of Materials on Parts of thousands of unique 3D Models. This dataset primarily focuses on stylizing 3D shapes at part-level with compatible materials. Each object with the applied part-material compositions is rendered from four equally spaced views as well as four randomized views. We introduce a new task, called Grounded CoMPaT Recognition (GCR), to collectively recognize and ground compositions of materials on parts of 3D objects. We present two variations of this task and adapt state-of-art 2D/3D deep learning methods to solve the problem as baselines for future research. We hope our work will help ease future research on compositional 3D Vision.
Features and programs
Open Data Sponsorship Program
This dataset is part of the Open Data Sponsorship Program, an AWS program that covers the cost of storage for publicly available high-value cloud-optimized datasets.
Pricing
This is a publicly available data set. No subscription is required.
Legal
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
AWS Data Exchange (ADX)
AWS Data Exchange is a service that helps AWS easily share and manage data entitlements from other organizations at scale.
Open data resources
Available with or without an AWS account.
- How to use
- To access these resources, reference the Amazon Resource Name (ARN) using the AWS Command Line Interface (CLI). Learn more
- Description
- 3DCoMPaT Dataset
- Resource type
- S3 bucket
- Amazon Resource Name (ARN)
- arn:aws:s3:::3dcompat-dataset
- AWS region
- us-west-1
- AWS CLI access (No AWS account required)
- aws s3 ls --no-sign-request s3://3dcompat-dataset/
Resources
Vendor resources
Support
Managed By
How to cite
3DCoMPaT: Composition of Materials on Parts of 3D Things was accessed on DATE from https://registry.opendata.aws/3dcompat .