ArtVIP / README.md
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metadata
language:
  - en
license: apache-2.0
task_categories:
  - robotics
pretty_name: ArtVIP
tags:
  - usd
  - articulations
  - Robotics simulation
Modalities:
  - 3D
Formats:
  - webdataset

ArtVIP dataset card

License Project Page Hugging Face arXiv Paper

Key Features

✅ 206 high-quality digital-twin articulated objects. articulated objects

Digital Twin Scenes

✅ 6 pre-configured digital-twin scenes, 6 user-defined scenes

Modular Interaction

✅ Reusable Modular interaction

Physics Fidelity

✅ Physics fidelity

Affordance Annotations

✅ Pixel-level affordance annotations


Version History

Version Release Date Description Highlights
v1.0 2024-06 Initial release of ArtVIP dataset ✅ 206 articulated objects
✅ 6 interactive scenes
✅ 6 digital twin scenes

Current Version Details (v1.0)

  • Dataset Size: 206 articulated objects across 26 categories
  • Scene Coverage: 6 digital twin scenes, 6 fully interactive scenes
  • Key Innovations:
    • Pixel-level affordance annotations
    • Embedded modular interaction behaviors
    • Physically accurate dynamic parameters
    • High-resolution textures (4K PBR materials)
  • Supported Platforms: Isaac Sim 4.5

Dataset Information

Description

Click here for a detailed dataset description and full video introduction.

Dataset Structure

  1. Articulated objects

📁 ArtVIP/Articulated_objects contains 206 articulated objects.

Articulated objects Items
Household Items basket, cardboard_box, mop, pump_bottle, stationery, tongs, toolbox, trash_can
Large Furniture cupboard, wardrobe
Major Appliances built-in_oven, dishwasher, refrigerator, standing_fan, toilet, washing_machine, water_dispenser
Small Appliances coffee_machine, laptop, microwave, oven, rice_cooker, table_fan, water_dispenser
Small Furniture cabinet, chair, faucet, filing_cabinet, shoe_cabinet, table
  1. Scenes

📁 ArtVIP/Secenes contains 6 user-defined digital-twin scenes.

  • 🏠 Children's Room
  • 🍽️ Dining Room
  • 🔪 Kitchen
  • 🛋️ Kitchen with Parlor
  • 🖼️ Large Living Room
  • 📺 Small Living Room

📁 ArtVIP/Interactive_scene contains 6 pre-configured digital-twin scenes.

Kitchen Scene

🔪 Kitchen Scene Interaction

Small Living Room Scene

📺 Small Living Room Interaction

Parlor Scene

🛋️ Parlor Scene Interaction

Bedroom Scene

🛏️ Bedroom Scene Interaction


How to use

  1. Install Isaac Sim 4.5
    # Create installation directory
    mkdir ~/isaacsim
    
    # Unzip package (assuming downloaded to ~/Downloads)
    cd ~/Downloads
    unzip "isaac-sim-standalone@4.5.0-rc.36+release.19112.f59b3005.gl.linux-x86_64.release.zip" -d ~/isaacsim
    
    # Run post-installation setup
    cd ~/isaacsim
    ./post_install.sh
    
    # Launch Isaac Sim
    ./isaac-sim.sh
    

Examples

Interaction Demo:

  1. Locate the scene file: /Interactive_scene/kitchen/kitchen_target_position0.usd
  2. Open in Isaac Sim and click ▶️ PLAY
  3. Force Application:
    • Hold SHIFT + Left Click and drag to apply external forces (highlighted in green in the demonstration image)

🚪 Door Operation

💡 Light Switch Activation

🔥 Microwave Interaction

❄️ Refrigerator Interaction

Full Object Interactivity:

Kitchen Scene Example

🍳 Kitchen Interaction Showcase

Bedroom Scene Example

🛏️ Bedroom Interaction Showcase