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face-cpp
Standalone C library + GGUF conversion scripts that port BlazeFace
(face detection) and a 128-d face embedding network (FaceNet-style
or ArcFace-mini) onto the elizaOS/llama.cpp fork's ggml dispatcher.
The native runtime replaces the ONNX-backed face-detector-mediapipe.ts
path and provides the face-embedding surface needed to retire the
face-recognition.ts face-api.js / TensorFlow.js stack after production
parity rollout.
Today the model entry points in include/face/face.h are implemented by
src/face_model.c with pure-C scalar BlazeFace and embedder forwards.
The model-independent helpers are real and tested:
face_blazeface_make_anchors— 896-anchor table for the 128x128 BlazeFace front model.face_blazeface_decode— decode raw model outputs to source-pixel detections.face_align_5pt— 5-point similarity warp + bilinear sampler producing a 112x112 RGB face crop.face_embed_distance/face_embed_distance_l2— cosine and L2 distance over unit-norm 128-d embeddings.
The full port plan — upstream pins, GGUF conversion approach, fork
integration steps, replacement path for the TS bindings — lives in
AGENTS.md. Read that before changing anything in this
directory.
Build
cmake -B build -S packages/native/plugins/face-cpp
cmake --build build -j
ctest --test-dir build --output-on-failure
Layout
include/face/face.h Public C ABI (frozen — see AGENTS.md).
src/face_model.c Native CPU model runtime.
src/face_blazeface.c BlazeFace forward path.
src/face_embed.c 128-d embedder forward path.
src/face_anchor_decode.c BlazeFace anchor table + decoder (real).
src/face_align.c 5-point affine warp + bilinear sampler (real).
src/face_distance.c Cosine + L2 distance helpers (real).
scripts/blazeface_to_gguf.py BlazeFace converter.
scripts/face_embed_to_gguf.py Embedder converter.
test/face_abi_smoke.c Build-only smoke test for the public ABI.
test/face_anchor_test.c Behavioural test for the anchor pipeline.
test/face_align_test.c Behavioural test for the 5-point aligner.
test/face_distance_test.c Behavioural test for the distance helpers.
CMakeLists.txt Builds libface + native test binaries.
License
Apache 2.0 — matches both google/mediapipe (BlazeFace) and
deepinsight/insightface (ArcFace-mini buffalo_s pack). The pinned
upstream commits recorded in scripts/*.py are the source of the
weights this library ships against.