Datasets:
Updating
Browse files- Croissant.json +1 -1
- README.md +123 -0
Croissant.json
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{
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"@type": "cr:FileObject",
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"@id": "data-zip",
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"contentUrl": "https://huggingface.co/datasets/RayZuo/CoRoleHOI/resolve/main/
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"encodingFormat": "application/zip"
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{
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"@type": "cr:FileObject",
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"@id": "data-zip",
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"contentUrl": "https://huggingface.co/datasets/RayZuo/CoRoleHOI/resolve/main/CoRoleHOI.zip",
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"encodingFormat": "application/zip"
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}
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README.md
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---
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license: cc-by-4.0
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---
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---
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pretty_name: CoRoleHOI
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license: cc-by-4.0
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task_categories:
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- other
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task_ids:
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- text-to-motion
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- human-object-interaction
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language:
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- en
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tags:
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- human-object-interaction
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- multi-person
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- role-asymmetry
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- smpl-x
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- 3d
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- embodied-ai
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- motion-generation
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annotations_creators:
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- expert-generated
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source_datasets:
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- original
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size_categories:
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- 10K<n<100K
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---
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# CoRoleHOI Dataset
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## Overview
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**CoRoleHOI** is a dataset for **role-asymmetric multi-person multi-object Human–Object Interaction (HOI)**.
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It is designed to support research in:
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- Text-driven motion generation
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- Multi-person interaction modeling
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- Human-object interaction understanding
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- Embodied AI and robotics
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The dataset integrates multi-modal signals:
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- SMPL-X human motion sequences
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- Object trajectories (4×4 transformation matrices)
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- Fine-grained contact annotations
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- Structured textual prompts
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- Object meshes and SDF representations
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---
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## Key Contributions
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- Role-asymmetric interaction modeling (e.g., giver → receiver)
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- Multi-person coordination scenarios
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- Multi-object interaction support
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- Fine-grained contact supervision
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- Aligned text–motion–object representation
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---
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## Dataset Structure
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The dataset is distributed primarily as a compressed archive:
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CoRoleHOI/
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├── data.zip
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├── README.md
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├── croissant.json
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Contents of data.zip:
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data/
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├── smplx_npz/
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├── obj_transmat_npy/
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├── contact_labels_w_semantics_npy_files/
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├── text_anno_json_data/
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├── human_metadata/
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├── obj_metadata/
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├── captured_objects/
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├── rest_object_sdf_256_npy_files/
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├── augmented_prompts.json
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├── prompt_dict.json
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├── split_prompts.json
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---
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## Data Modalities
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Each interaction sequence includes:
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| Modality | Description |
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| -------------- | ---------------------------------------- |
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| Human Motion | SMPL-X parameters |
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| Object Motion | 4×4 transformation matrices |
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| Contact Labels | Binary / semantic contact |
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| Text | Natural language interaction description |
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| Metadata | Human & object attributes |
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---
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## Text Annotations
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The dataset provides structured language supervision:
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- augmented_prompts.json
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Multiple paraphrases per interaction
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- prompt_dict.json
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Prompt ID to canonical text mapping
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- split_prompts.json
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Train / validation / test splits
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---
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## Example Interaction
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Person A passes the printer to Person B.
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---
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## Download
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Dataset page:
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https://huggingface.co/datasets/RayZuo/CoRoleHOI
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Direct download:
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https://huggingface.co/datasets/RayZuo/CoRoleHOI/resolve/main/CoRoleHOI.zip
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