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README.md
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license: odbl
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Author: Dexrobot Team
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# MOCAP
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## - Human Dexterous Manipulation Dataset & Simulation Platform
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We are excited to announce the upcoming release of MOCAP, a comprehensive dataset and simulation platform for human dexterous manipulation research.
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๐ ๏ธ Key Features
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Data Pipeline
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Complete data cleaning and preprocessing pipeline
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- ๐ฏ Precise replication of human hand operations in simulation environment
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- ๐ค Reinforcement Learning-based real2sim conversion methodology
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- ๐ 100x data scaling
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๐ฏ Technical Significance
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2. Physics-Informed Insights
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Obtain contact points
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3.
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๐ What's Coming
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- ๐ฆ Complete Dataset Release:
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- ๐ง Preprocessing Tools: Ready-to-use data pipeline
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- ๐ฎ Simulation Environment: Physics-based replication platform
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- ๐ Documentation & Tutorials: Comprehensive usage guides
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Release Timeline
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Stay tuned for updates!
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---
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Developed by
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๐ฌ Contact
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For early access requests or collaboration inquiries, please reach out to our team.
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---
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โญ Star this space to get notified when the dataset becomes available!
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license: odbl
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Author: Dexrobot Team
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---
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# MOCAP
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## - Human Dexterous Manipulation Dataset & Simulation Platform
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๐ฌ Coming Soon - Expected Release: Mid-October 2025
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We are excited to announce the upcoming release of MOCAP, a comprehensive dataset and simulation platform for human dexterous manipulation research.
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๐ ๏ธ Key Features
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๐ฅ 1M+ Physics-Accurate Records
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- 100x Amplified Dataset: Original 10K human recordings expanded to 1M+ samples through RL-based simulation
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- Physics-Correct: Each simulated sample maintains physical accuracy and realistic dynamics
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- Rich Contact Information: Complete contact points, forces, and interaction dynamics
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Data Pipeline
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- โ
Complete data cleaning and preprocessing pipeline
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- ๐ฏ Precise replication of human hand operations in simulation environment
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- ๐ค Reinforcement Learning-based real2sim conversion methodology
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- ๐ 100x data scaling with maintained physical fidelity
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๐ฏ Technical Significance
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2. Physics-Informed Insights
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Obtain comprehensive contact points, force information, and interaction dynamics through physics simulation - data impossible to observe directly in real-world scenarios.
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3. Massive Scale with Physical Accuracy
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- 1M+ physically-accurate samples generated through RL-enhanced simulation
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- Complete contact information for every manipulation sequence
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- Verified physics consistency across all synthesized data
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๐ What's Coming
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- ๐ฆ Complete Dataset Release: 1M+ physics-accurate manipulation recordings
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- ๐ง Preprocessing Tools: Ready-to-use data pipeline
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- ๐ฎ Simulation Environment: Physics-based replication platform
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- ๐ Contact Analysis Tools: Contact force and interaction analysis utilities
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- ๐ Documentation & Tutorials: Comprehensive usage guides
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๐
Release Timeline
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Stay tuned for updates!
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---
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Developed by DexRobot TeamLast Updated: September 11, 2025
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๐ฌ Contact
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For early access requests or collaboration inquiries, please reach out to our team at https://www.dex-robot.com/en
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---
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โญ Star this space to get notified when the dataset becomes available!
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