* fix classification wizard finding no sample images on large databases
The wizard grouped tracked objects by camera and 6 hour block, oldest first, then kept the first 100. With more than 100 groups that was always the oldest objects, which often have no snapshot or thumbnail left on disk, so no examples were generated. Shuffle the selection before truncating, and keep extracting from the remaining tracked objects until 100 usable images are found.
* add notice and system ui message when a camera isn't using go2rtc
* add docs note about privacy masks
* match index-less device strings to hardware units in the detection models picker
A config with `edgetpu:usb` was reported as hardware that wasn't found, because the picker compared device strings exactly and the probe reports the unit as `edgetpu:usb:0`. A device without an index now resolves to the first unit of that kind, so the hardware dropdown, the unit checkboxes, and the model summary all recognize it.
* don't treat unknown audio as an audio-bearing stream
A recording row with NULL has_audio (ffprobe failed and the cv2 fallback can't report audio) marked the whole stream as audio-bearing, so every confirmed video-only row on it was dropped as a glitch. A stream now counts as audio-bearing only when a row is known to carry audio.
* stage main+sub exports on disk instead of /tmp/cache
A main+sub export stages a full copy of itself before the final file is written. That copy went to /tmp/cache, so a long export outgrew the tmpfs and failed with no space left on device. Staged runs are now written to the exports directory, and startup removes any left behind by a killed export.
* address review feedback
- stage main+sub export runs in a staging subfolder of the exports directory, so media sync can't delete them mid-export and startup cleanup can't remove a finished export with a matching name or fail on an unremovable file
- run object classification example collection off the event loop
- prefer an exact hardware unit match over an index-less one, so an AMD GPU's "onnx" no longer selects the NVIDIA entry
- add tests for the classification fallback and index-less hardware matching
* serialize example collection and clean up exports when staging dir creation fails
- overlapping object example requests could delete each other's images in the shared temp and train directories, so collection now runs under a lock
- a failed makedirs for the staging directory raised past the failed-export cleanup and left the export spinning until restart, so it now fails the run through the normal cleanup path
* revert
* Notice and status bar improvements
Status bar problems added in the same pass got the same `Date.now()` id and overwrote each other, so usually only one showed. Messages now fall back to their text as the id. The desktop status bar shows the most severe message with a count of the rest that opens a popover listing all of them, and the mobile drawer stacks them vertically instead of placing them side by side.
Dismissing a notice hid it for good, so a detector that restarted again after a dismissal was never shown. Dismiss is replaced by acknowledge, which hides a notice until it happens again, and mute, which hides it permanently. Kinds that never repeat (config and stream checks, the update notice) can only be muted. `reopen_at_count` is removed since acknowledge covers the failed login case.
* move camera CPU warnings to notices
High ffmpeg and detect CPU warnings sat in the status bar with no way to dismiss them. They're now `ffmpeg_high_cpu` and `detect_high_cpu` notices, raised per episode by the same tracker as skipped detections. Also stop failed login attempts held from before an acknowledgement from reopening the notice.
* fix mypy and handle missing cpu stats in notices
* add a notice registry and System Health tab
Problems Frigate detects on its own (ffmpeg crash loops, stuck detectors, failed model downloads, recordings deleted before their retention period) only ever existed as log lines. This adds a `NoticeRegistry` in the main process backed by two tables, an `update_notice` IPC topic so producers in other processes can reach it through the dispatcher, an admin-only API and websocket topic, and a Health tab that lists them. Kinds declare their own mode, severity, and category in one place: state notices are resolved by their producer, event notices are dismissed by the user.
* treat a prerelease as behind its final release
* fix notices clearing early
* rename menu items and update docs
* don't resolve the update notice on a failed version lookup
