7935999d94
Recover the unpublished denoise work against current upstream. Preserve later opt-in model setup, shared Rust HTTPS downloads, pending-photo resume and an Amount-independent switch. Keep original RAWs unchanged and share the current color finish between ordinary and denoised sources. Bound public tiling inputs, refuse corrupt-cache exports, and retain synthetic/real-model coverage. Include two Windows path spelling fixes in existing tests. No model weights, face code, media or Tract runtime are included. Validation: cargo xtask ci (all seven gates); installed RawNIND CPU/GPU agreement 1.38e-6; native CPU preview/export on a public 24 MP Sony RAW, unchanged original SHA-256. Co-authored-by: Codex <[email protected]> Co-authored-by: Claude Sonnet 5.5 <[email protected]> Generated with Codex.
lightcraft-denoise
L1 pure-Rust AI RAW denoise primitives and CPU inference. No weights are bundled. See user workflow and limitations.
manifest and known validate opt-in models; onnx reads a bounded operator subset
into net; cpu executes it and reference supplies scalar checks. bayer, tiles
and run pack sensor data and blend overlapping tiles while preserving clipped
highlights. product reads/writes the disposable .lcdn cache. runtime supplies
the installation self-test. Synthetic networks are generated in Rust for tests.
Run cargo test -p lightcraft-denoise. Real-model tests are ignored by default and
require an explicitly supplied local model. The GPU twin is lightcraft-gpu::nn;
model management, background jobs and export integration live in lightcraft-engine.