maziggy eec7793955 feat(obico): AI print-failure detection via self-hosted Obico ML API (#172) ...

Adds a Failure Detection tab under Settings that wires Bambuddy to a
  self-hosted Obico ml_api container — no cloud, no account, no WebSocket.
  While a print is running, the detection service periodically hands the
  printer's camera snapshot URL to the ML API and smooths scores over
  time (30-frame warmup + EWM, alpha=2/13, short/long rolling means) so
  one noisy frame can't trigger an action. When the smoothed score
  crosses HIGH, the configured action fires exactly once per print:
  notify, pause, or pause-and-cut-power (via linked smart plugs).

  - Backend: new obico_detection + obico_smoothing + obico_actions
    services, /obico/status and /obico/test-connection routes
    (SETTINGS_READ / SETTINGS_UPDATE), six obico_* AppSettings fields
    with validators for sensitivity/action/enabled_printers.
  - Frontend: FailureDetectionSettings component (enable, ML URL + test,
    sensitivity, action, poll interval, per-printer monitor list, live
    status + detection history), new sidebar tab with service-active
    bullet, toast on save.
  - Tests: 17 detection unit tests + 15 smoothing unit tests + 4
    frontend component tests.
  - Docs: README bullet, CHANGELOG entry, wiki page under Analytics,
    website features.html entry.

2026-04-13 09:54:26 +02:00

..

routes

feat(obico): AI print-failure detection via self-hosted Obico ML API (#172)

2026-04-13 09:54:26 +02:00

__init__.py

Added screenshots

2025-11-28 10:23:59 +01:00