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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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- ## ๐Ÿ”ฌ 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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  ๐Ÿ› ๏ธ Key Features
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  Data Pipeline
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  - โœ… Complete data cleaning and preprocessing pipeline
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  - ๐ŸŽฏ Precise replication of human hand operations in simulation environment
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  - ๐Ÿค– Reinforcement Learning-based real2sim conversion methodology
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- - ๐Ÿ“ˆ 100x data scaling through simulation synthesis
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  ๐ŸŽฏ Technical Significance
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  2. Physics-Informed Insights
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- Obtain contact points and force information through physical simulation - data difficult to observe directly in real-world scenarios.
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- 3. Integrated Infrastructure
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- Build a unified collection-simulation-training infrastructure, preparing for scaling law applications through synthetic data generation.
 
 
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  ๐Ÿš€ What's Coming
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- - ๐Ÿ“ฆ Complete Dataset Release: 10K+ human manipulation recordings
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  - ๐Ÿ”ง Preprocessing Tools: Ready-to-use data pipeline
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  - ๐ŸŽฎ Simulation Environment: Physics-based replication platform
 
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  - ๐Ÿ“š Documentation & Tutorials: Comprehensive usage guides
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  ๐Ÿ“… Release Timeline
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  Stay tuned for updates!
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  ---
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- Developed by DexGym TeamLast Updated: September 11, 2025
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  ๐Ÿ“ฌ 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
7
 
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+ ๐Ÿ”ฌ Coming Soon - Expected Release: Mid-October 2025
9
 
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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.
11
 
 
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  ๐Ÿ› ๏ธ Key Features
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+ ๐Ÿ”ฅ 1M+ Physics-Accurate Records
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+
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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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+
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  Data Pipeline
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  - โœ… Complete data cleaning and preprocessing pipeline
 
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  - ๐ŸŽฏ Precise replication of human hand operations in simulation environment
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  - ๐Ÿค– Reinforcement Learning-based real2sim conversion methodology
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+ - ๐Ÿ“ˆ 100x data scaling with maintained physical fidelity
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  ๐ŸŽฏ Technical Significance
40
 
 
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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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  ๐Ÿš€ What's Coming
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+ - ๐Ÿ“ฆ Complete Dataset Release: 1M+ physics-accurate manipulation recordings
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  - ๐Ÿ”ง Preprocessing Tools: Ready-to-use data pipeline
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  - ๐ŸŽฎ Simulation Environment: Physics-based replication platform
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+ - ๐Ÿ“Š Contact Analysis Tools: Contact force and interaction analysis utilities
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  - ๐Ÿ“š Documentation & Tutorials: Comprehensive usage guides
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  ๐Ÿ“… 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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  ๐Ÿ“ฌ 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!