2199174cac
Commodity Sensing Module (ADR-013): - sensing/rssi_collector.py: Real Linux WiFi RSSI collection from /proc/net/wireless and iw commands, with SimulatedCollector for testing - sensing/feature_extractor.py: FFT-based spectral analysis, CUSUM change-point detection, breathing/motion band power extraction - sensing/classifier.py: Rule-based presence/motion classification with confidence scoring and multi-receiver agreement - sensing/backend.py: Common SensingBackend protocol with honest capability reporting (PRESENCE + MOTION only for commodity) Proof of Reality Bundle (ADR-011): - data/proof/generate_reference_signal.py: Deterministic synthetic CSI with known breathing (0.3 Hz) and walking (1.2 Hz) signals - data/proof/sample_csi_data.json: Generated reference signal - data/proof/verify.py: One-command pipeline verification with SHA-256 - data/proof/expected_features.sha256: Expected output hash Three.js Visualization: - ui/components/scene.js: 3D scene setup with OrbitControls Mock Isolation: - testing/mock_pose_generator.py: Mock pose generation moved out of production pose_service.py - services/pose_service.py: Cleaned mock paths https://claude.ai/code/session_01Ki7pvEZtJDvqJkmyn6B714
WiFi-DensePose v1 (Python Implementation)
This directory contains the original Python implementation of WiFi-DensePose.
Structure
v1/
├── src/ # Python source code
│ ├── api/ # REST API endpoints
│ ├── config/ # Configuration management
│ ├── core/ # Core processing logic
│ ├── database/ # Database models and migrations
│ ├── hardware/ # Hardware interfaces
│ ├── middleware/ # API middleware
│ ├── models/ # Neural network models
│ ├── services/ # Business logic services
│ └── tasks/ # Background tasks
├── tests/ # Test suite
├── docs/ # Documentation
├── scripts/ # Utility scripts
├── data/ # Data files
├── setup.py # Package setup
├── test_application.py # Application tests
└── test_auth_rate_limit.py # Auth/rate limit tests
Requirements
- Python 3.10+
- PyTorch 2.0+
- FastAPI
- PostgreSQL/SQLite
Installation
cd v1
pip install -e .
Usage
# Start API server
python -m src.main
# Run tests
pytest tests/
Note
This is the legacy Python implementation. For the new Rust implementation with improved performance, see /rust-port/wifi-densepose-rs/.