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