Commit Graph

7 Commits

Author SHA1 Message Date
40d570f2c2 fix: raise face detection threshold to 0.85, tighten clustering
Eliminates false positives (dog faces, painting faces) by requiring
score >= 0.85. Tighten cluster eps to 0.25 for better separation.
Tested: 4 real faces from 2 photos, no false positives.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-10 11:09:43 +02:00
229611b4c3 fix: face clusters write photo_tags, raise detection threshold to 0.7
- recluster_faces now writes photo_tags rows for each face cluster so
  the tag count and tag_ids filter work (previously count was always 0)
- Old cluster tags and photo_tags are cleaned up before re-clustering
- Raise face detection threshold from 0.4 to 0.7 to reduce false
  positives (was detecting dog faces as people)

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-10 10:48:19 +02:00
9282a5c734 feat: add vision pipeline scaffolding with ONNX backend
Introduce the app/services/vision/ module with ABC interfaces, ONNX
Runtime backend, model registry, and per-task implementations:
- OpenCLIP ViT-B/32 embedder (image + text, 512-d)
- RapidOCR engine (PP-OCRv4 via ONNX, no PaddlePaddle)
- YOLOv8n object detector (raw ONNX, no ultralytics runtime)
- YuNet + SFace face processor (Apache 2.0, opencv_zoo, 128-d)
- DBSCAN face clustering helper

Add VisionSettings to config (mulita.yml + Pydantic), bootstrap_models.py
for first-boot weight downloads, models_data Docker volume, and ROCm
backend stub for future GPU acceleration.

No Celery tasks wired yet — models load but nothing invokes them.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-10 09:00:06 +02:00
dea04ceed9 feat: migrate to Postgres + pgvector with Alembic scaffolding
Switch the default database from SQLite to Postgres + pgvector (via
pgvector/pgvector:pg16 Docker image) to support the upcoming vision
pipeline (embeddings, OCR, object detection, face clustering).

- Add `db` service to docker-compose.yml with healthcheck
- Wire `alembic upgrade head` into backend CMD before uvicorn
- Bootstrap empty 0001_baseline revision (schema still owned by create_all)
- Guard SQLite-only PRAGMAs and inline ALTERs behind _is_sqlite flag
- Run `CREATE EXTENSION IF NOT EXISTS vector` on Postgres init
- Add asyncpg, psycopg2-binary, pgvector to requirements
- Provide docker-compose.sqlite.yml escape hatch for legacy SQLite mode

Fresh DB + rescan assumed — no SQLite→Postgres data migration.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-10 08:46:20 +02:00
fc63b1f69d config: env-driven CORS, ports, log level, timezone
The CORS allowed-origins list, host port mappings, log level, container
timezone, and worker concurrency are now all driven by environment
variables with sane defaults. Same-origin access through the nginx
proxy keeps working with no config; direct cross-origin backend
access can be locked down via ALLOWED_ORIGINS.

- backend/config: ALLOWED_ORIGINS env (comma-separated, "*" for any)
  exposed via settings.cors_origins. LOG_LEVEL too.
- backend/main: build the CORS middleware from settings.cors_origins,
  auto-disable allow_credentials when origins is wildcard (CORS spec
  forbids credentials + "*").
- docker-compose: parameterize FRONTEND_PORT, BACKEND_PORT, REDIS_PORT,
  CELERYD_CONCURRENCY, LOG_LEVEL, and TZ via ${VAR:-default} so each
  has a working fallback if the .env entry is missing.
- .env.example: new template documenting every knob with examples.
- .env: pruned to only the values that diverge from .env.example;
  removed dead VITE_API_URL.
- README: configuration knobs table + "accessing from another machine"
  section explaining the same-origin proxy story.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-08 20:31:59 +02:00
204d2bf2a8 feat: simplify folder setup — single mount, auto bootstrap, browser dialog
Cleans up the maze of overlapping ways folders entered the app, plus
removes the dead trash plumbing left over from the soft-discard
refactor.

Setup model (now)
- ONE env var: PHOTO_DIRS in .env, set to the host path of your
  library. Compose mounts that at /photos. That's the entire setup.
- On first boot, the backend auto-creates a SourceRoot row named
  "Library" pointing at /photos so the user sees their photos
  immediately without configuring anything.
- Source roots and discard live in the database; mulita.yml only
  carries operational settings (thumbnails, scanner, performance).
- The "Add Source Folder" dialog is now a directory browser
  restricted server-side to /photos and any existing source root —
  the user clicks through actual mounted directories instead of
  typing container paths they can't possibly know.

Backend
- New services/scanner.bootstrap_default_source_root(): if no
  SourceRoot rows exist and /photos is mounted, create one. Wired
  into the lifespan handler before cleanup + initial scan.
- New GET /library/browse?path= returning the immediate child
  directories of `path`, validated to live under one of the allowed
  roots (default mount + every active SourceRoot). Hidden entries
  are filtered. Children are tagged with is_existing_root so the UI
  can show an "Added" badge. Returns parent path for up-nav, or
  null when at the top of the allowed scope.
- scan_all_source_roots now reads from the DB instead of the YAML
  config so DB-managed source roots are honoured by initial scan.
- Dropped the placeholder source_roots block from mulita.yml — the
  paths /photos/main and /photos/iphone never existed and just
  produced startup warnings.
- Dropped TrashSettings, settings.trash, settings.source_roots,
  and the SourceRoot pydantic model from config.py. Soft discard
  has owned this for a while; it was dead code.

Compose
- Single ${PHOTO_DIRS:-./photos}:/photos:rw mount in both backend
  and worker.
- Removed the hardcoded ~/Pictures:/host/Pictures:rw mount — the
  PHOTO_DIRS variable is the single source of truth now.
- Removed the trash_data named volume + mounts (no consumers).
- backend/Dockerfile no longer creates /data/trash; it now creates
  /data/proxies (which the proxy endpoint actually uses).

Frontend
- AddSourceFolderDialog rewritten as a directory tree picker:
  loads /library/browse on open, lets the user navigate up via a
  ChevronUp button or down by clicking subfolders, shows the
  current path inline, and adds whatever directory is currently
  shown. Existing source roots are tagged "Added" so the user
  knows what's already registered. Errors from the backend (e.g.
  trying to navigate outside the allowed scope) surface inline.
- New library.browse() helper + BrowseChild / BrowseResponse types
  in services/api.ts.

Docs
- README Quick Start rewritten around the single PHOTO_DIRS env
  var, with macOS/Linux/Windows examples.
- New "How mounted folders and source folders relate" section that
  spells out the two-layer model (mount = visibility, source root
  = scanning) so the most common confusion is addressed up front.
- Added a "Read-only libraries" subsection that lists exactly which
  endpoints fail under :ro.
- "Configuration" section reframed: source roots are managed by the
  UI/API now, mulita.yml is operational settings only.
- .env file now has examples for the common host paths.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-08 00:27:21 +02:00
46a0d7aba8 feat: structure 2026-04-06 23:30:19 +02:00