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- license: odbl
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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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+ ## 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“Š Dataset Overview
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+ Our team has collected and processed approximately 10,000 recordings / 200 hours of human manipulation data, categorized by:
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+ - 33 Common Grasping Gestures: Comprehensive coverage of human grasping patterns
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+ - ~10 In-Hand Manipulation Actions: Essential dexterous manipulation skills
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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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+ - โœ… Quality-assured human operation recordings
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+ - โœ… Standardized annotation framework
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+ Real2Sim Achievement
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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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+ 1. End-to-End Validation
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+ Complete workflow from "how to collect" to "how to use", ensuring data collection and preprocessing accuracy.
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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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+ Expected Release Date: Mid-October 2025
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+ Stay tuned for updates!
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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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+ โญ Star this space to get notified when the dataset becomes available!