6ed69a3d48
Major changes: - Organized Python v1 implementation into v1/ subdirectory - Created Rust workspace with 9 modular crates: - wifi-densepose-core: Core types, traits, errors - wifi-densepose-signal: CSI processing, phase sanitization, FFT - wifi-densepose-nn: Neural network inference (ONNX/Candle/tch) - wifi-densepose-api: Axum-based REST/WebSocket API - wifi-densepose-db: SQLx database layer - wifi-densepose-config: Configuration management - wifi-densepose-hardware: Hardware abstraction - wifi-densepose-wasm: WebAssembly bindings - wifi-densepose-cli: Command-line interface Documentation: - ADR-001: Workspace structure - ADR-002: Signal processing library selection - ADR-003: Neural network inference strategy - DDD domain model with bounded contexts Testing: - 69 tests passing across all crates - Signal processing: 45 tests - Neural networks: 21 tests - Core: 3 doc tests Performance targets: - 10x faster CSI processing (~0.5ms vs ~5ms) - 5x lower memory usage (~100MB vs ~500MB) - WASM support for browser deployment
55 lines
1.4 KiB
Markdown
55 lines
1.4 KiB
Markdown
# WiFi-DensePose v1 (Python Implementation)
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This directory contains the original Python implementation of WiFi-DensePose.
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## Structure
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```
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v1/
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├── src/ # Python source code
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│ ├── api/ # REST API endpoints
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│ ├── config/ # Configuration management
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│ ├── core/ # Core processing logic
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│ ├── database/ # Database models and migrations
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│ ├── hardware/ # Hardware interfaces
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│ ├── middleware/ # API middleware
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│ ├── models/ # Neural network models
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│ ├── services/ # Business logic services
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│ └── tasks/ # Background tasks
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├── tests/ # Test suite
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├── docs/ # Documentation
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├── scripts/ # Utility scripts
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├── data/ # Data files
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├── setup.py # Package setup
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├── test_application.py # Application tests
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└── test_auth_rate_limit.py # Auth/rate limit tests
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```
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## Requirements
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- Python 3.10+
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- PyTorch 2.0+
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- FastAPI
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- PostgreSQL/SQLite
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## Installation
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```bash
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cd v1
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pip install -e .
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```
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## Usage
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```bash
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# Start API server
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python -m src.main
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# Run tests
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pytest tests/
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```
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## Note
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This is the legacy Python implementation. For the new Rust implementation with improved performance, see `/rust-port/wifi-densepose-rs/`.
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