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# NowYouSeeMe: Real-Time 6DOF Holodeck Environment
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A robust, real-time 6DOF, photo-realistic "holodeck" environment using commodity laptop camera and Wi-Fi Channel State Information (CSI) as primary sensors, supplemented by GPU-accelerated neural enhancements.
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## 🎯 Project Objectives
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- **End-to-end spatial mapping** and dynamic object tracking at interactive frame rates (<20 ms latency)
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- **RF-vision fusion** to cover areas with low visibility or occlusions
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- **Extensible codebase** split between rapid Python prototyping and optimized C++/CUDA modules
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## 🏗️ System Architecture
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```
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┌─────────────────┐ ┌──────────────────┐ ┌─────────────────┐
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│ Camera Capture │ │ Wi-Fi CSI Capture│ │ Calibration │
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│ (OpenCV/GStream)│ │ (Intel 5300/Nex) │ │ Store │
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└─────────┬───────┘ └────────┬─────────┘ └─────────────────┘
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│ │
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▼ ▼
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┌─────────────────────────────────────────────────────────────┐
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│ Sensor Fusion Module │
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│ - RF point cloud & occupancy grid │
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│ - Vision pose graph & dense point cloud │
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└─────────────┬───────────────────────────────┬─────────────┘
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│ │
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▼ ▼
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┌─────────────────┐ ┌─────────────────────┐
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│ Export Engine │ │ Rendering Engine │
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│ (Unity/UE4) │ │ (VR/Projection Map) │
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└─────────────────┘ └─────────────────────┘
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```
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## 🚀 Quick Start
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### Prerequisites
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- Ubuntu 20.04+ (primary target) or Windows 10+
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- CUDA-capable GPU (NVIDIA GTX 1060+)
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- Intel 5300 WiFi card or Broadcom chipset with Nexmon support
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- USB camera (720p+ recommended)
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### Installation
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```bash
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# Clone the repository
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git clone https://github.com/your-org/NowYouSeeMe.git
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cd NowYouSeeMe
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# Install dependencies
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./tools/install_dependencies.sh
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# Build the project
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./tools/build.sh
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# Run calibration
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./tools/calibrate.sh
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# Start the holodeck
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./tools/start_holodeck.sh
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```
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### Development Setup
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```bash
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# Set up development environment
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./tools/setup_dev.sh
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# Run tests
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./tools/run_tests.sh
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# Start development server
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./tools/dev_server.sh
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```
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## 📁 Project Structure
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```
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NowYouSeeMe/
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├── src/
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│ ├── ingestion/ # Camera & CSI data capture
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│ ├── calibration/ # Intrinsic/extrinsic calibration
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│ ├── rf_slam/ # RF-based localization & SLAM
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│ ├── vision_slam/ # Monocular vision SLAM
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│ ├── fusion/ # Sensor fusion algorithms
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│ ├── reconstruction/ # Surface & mesh reconstruction
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│ ├── nerf/ # Neural Radiance Fields
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│ └── engine/ # Rendering & interaction
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├── tools/ # Build scripts & utilities
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├── docs/ # Documentation
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├── tests/ # Unit & integration tests
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└── configs/ # Configuration files
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```
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## 🎮 Features
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- **Real-time 6DOF tracking** with <20ms latency
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- **RF-vision sensor fusion** for robust mapping
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- **Neural enhancement** with NeRF integration
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- **Unity/Unreal export** for VR/AR applications
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- **Projection mapping** support for physical installations
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- **Auto-calibration** and drift compensation
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## 📊 Performance Targets
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- **Latency**: <20ms end-to-end
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- **Accuracy**: <10cm spatial fidelity
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- **Frame Rate**: 30-60 FPS
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- **CSI Rate**: ≥100 packets/second
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## 🤝 Contributing
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See [CONTRIBUTING.md](CONTRIBUTING.md) for development guidelines.
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## 📄 License
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MIT License - see [LICENSE](LICENSE) for details.
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## 🆘 Support
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- [Documentation](docs/)
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- [Troubleshooting Guide](docs/troubleshooting.md)
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- [Issue Tracker](https://github.com/your-org/NowYouSeeMe/issues) # NYSM-NYD
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