9bbe95648c
Full implementation of Project AETHER — Contrastive CSI Embedding Model. ## Phases Delivered 1. ProjectionHead (64→128→128) + L2 normalization 2. CsiAugmenter (5 physically-motivated augmentations) 3. InfoNCE contrastive loss + SimCLR pretraining 4. FingerprintIndex (4 index types: env, activity, temporal, person) 5. RVF SEG_EMBED (0x0C) + CLI integration 6. Cross-modal alignment (PoseEncoder + InfoNCE) 7. Deep RuVector: MicroLoRA, EWC++, drift detection, hard-negative mining, SEG_LORA ## Stats - 276 tests passing (191 lib + 51 bin + 16 rvf + 18 vitals) - 3,342 additions across 8 files - Zero unsafe/unwrap/panic/todo stubs - ~55KB INT8 model for ESP32 edge deployment Also fixes deprecated GitHub Actions (v3→v4) and adds feat/* branch CI triggers. Closes #50
90 lines
2.8 KiB
Markdown
90 lines
2.8 KiB
Markdown
# wifi-densepose-config
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[](https://crates.io/crates/wifi-densepose-config)
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[](https://docs.rs/wifi-densepose-config)
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[](LICENSE)
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Configuration management for the WiFi-DensePose pose estimation system.
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## Overview
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`wifi-densepose-config` provides a unified configuration layer that merges values from environment
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variables, TOML/YAML files, and CLI overrides into strongly-typed Rust structs. Built on the
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[config](https://docs.rs/config), [dotenvy](https://docs.rs/dotenvy), and
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[envy](https://docs.rs/envy) ecosystem from the workspace.
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> **Status:** This crate is currently a stub. The intended API surface is documented below.
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## Planned Features
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- **Multi-source loading** -- Merge configuration from `.env`, TOML files, YAML files, and
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environment variables with well-defined precedence.
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- **Typed configuration** -- Strongly-typed structs for server, signal processing, neural network,
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hardware, and database settings.
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- **Validation** -- Schema validation with human-readable error messages on startup.
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- **Hot reload** -- Watch configuration files for changes and notify dependent services.
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- **Profile support** -- Named profiles (`development`, `production`, `testing`) with per-profile
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overrides.
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- **Secret filtering** -- Redact sensitive values (API keys, database passwords) in logs and debug
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output.
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## Quick Start
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```rust
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// Intended usage (not yet implemented)
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use wifi_densepose_config::AppConfig;
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fn main() -> anyhow::Result<()> {
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// Loads from env, config.toml, and CLI overrides
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let config = AppConfig::load()?;
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println!("Server bind: {}", config.server.bind_address);
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println!("CSI sample rate: {} Hz", config.signal.sample_rate);
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println!("Model path: {}", config.nn.model_path.display());
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Ok(())
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}
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```
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## Planned Configuration Structure
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```toml
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# config.toml
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[server]
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bind_address = "0.0.0.0:3000"
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websocket_path = "/ws/poses"
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[signal]
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sample_rate = 100
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subcarrier_count = 56
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hampel_window = 5
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[nn]
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model_path = "./models/densepose.rvf"
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backend = "ort" # ort | candle | tch
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batch_size = 8
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[hardware]
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esp32_udp_port = 5005
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serial_baud = 921600
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[database]
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url = "sqlite://data/wifi-densepose.db"
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max_connections = 5
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```
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## Related Crates
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| Crate | Role |
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| [`wifi-densepose-core`](../wifi-densepose-core) | Shared types and traits |
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| [`wifi-densepose-api`](../wifi-densepose-api) | REST API (consumer) |
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| [`wifi-densepose-db`](../wifi-densepose-db) | Database layer (consumer) |
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| [`wifi-densepose-cli`](../wifi-densepose-cli) | CLI (consumer) |
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| [`wifi-densepose-sensing-server`](../wifi-densepose-sensing-server) | Sensing server (consumer) |
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## License
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MIT OR Apache-2.0
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