Commit Graph

86 Commits

Author SHA1 Message Date
Josh Hawkins
4deccf08a1 Ensure logging config is propagated to forked processes (#18704)
* Move log level initialization to log

* Use logger config

* Formatting

* Fix config order

* Set process names

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2025-08-16 10:20:33 -05:00
Nicolas Mowen
faadea8e1f Dynamic Management of Cameras (#18671)
* Add base class for global config updates

* Add or remove camera states

* Move camera process management to separate thread

* Move camera management fully to separate class

* Cleanup

* Stop camera processes when stop command is sent

* Start processes dynamically when needed

* Adjust

* Leave extra room in tracked object queue for two cameras

* Dynamically set extra config pieces

* Add some TODOs

* Fix type check

* Simplify config updates

* Improve typing

* Correctly handle indexed entries

* Cleanup

* Create out SHM

* Use ZMQ for signaling object detectoin is completed

* Get camera correctly created

* Cleanup for updating the cameras config

* Cleanup

* Don't enable audio if no cameras have audio transcription

* Use exact string so similar camera names don't interfere

* Add ability to update config via json body to config/set endpoint

Additionally, update the config in a single rather than multiple calls for each updated key

* fix autotracking calibration to support new config updater function

---------

Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
2025-08-16 10:20:33 -05:00
Jimmy
7ce26087f7 Add Mesa Teflon as a TFLite detector (#18310)
* Refactor common functions for tflite detector implementations

* Add detector using mesa teflon delegate

Non-EdgeTPU TFLite can use the standard .tflite format

* Add mesa-teflon-delegate from bookworm-backports to arm64 images
2025-08-16 10:20:33 -05:00
Nicolas Mowen
765a28d812 Live classification model training (#18583)
* Implement model training via ZMQ and add model states to represent training

* Get model updates working

* Improve toasts and model state

* Clean up logging

* Add back in
2025-08-16 10:20:33 -05:00
Nicolas Mowen
3f8ec72336 Tiered recordings (#18492)
* Implement tiered recording

* Add migration for record config

* Update docs

* Update reference docs

* Fix preview query

* Fix incorrect accesses

* Fix

* Fix

* Fix

* Fix
2025-08-16 10:20:33 -05:00
Nicolas Mowen
2c7b71b16e Implement API to train classification models (#18475) 2025-08-16 10:20:33 -05:00
Josh Hawkins
6dc36fcbb4 Audio transcription support (#18398)
* install new packages for transcription support

* add config options

* audio maintainer modifications to support transcription

* pass main config to audio process

* embeddings support

* api and transcription post processor

* embeddings maintainer support for post processor

* live audio transcription with sherpa and faster-whisper

* update dispatcher with live transcription topic

* frontend websocket

* frontend live transcription

* frontend changes for speech events

* i18n changes

* docs

* mqtt docs

* fix linter

* use float16 and small model on gpu for real-time

* fix return value and use requestor to embed description instead of passing embeddings

* run real-time transcription in its own thread

* tweaks

* publish live transcriptions on their own topic instead of tracked_object_update

* config validator and docs

* clarify docs
2025-08-16 10:20:33 -05:00
Nicolas Mowen
cf1d50be30 Add basic config editor when Frigate can't startup (#18383)
* Start Frigate in safe mode when config does not validate

* Add safe mode page that is just the config editor

* Adjust Frigate config editor when in safe mode

* Cleanup

* Improve log message
2025-08-16 10:20:33 -05:00
Nicolas Mowen
723553edb7 Add ability to configure when custom classification models run (#18380)
* Add config to control when classification models are run

* Cleanup
2025-08-16 10:20:33 -05:00
Nicolas Mowen
e1340443f5 Initial custom classification model config support (#18362)
* Add basic config for defining a teachable machine model

* Add model type

* Add basic config for teachable machine models

* Adjust config for state and object

* Use config to process

* Correctly check for objects

* Remove debug

* Rename to not be teachable machine specific

* Cleanup
2025-08-16 10:20:33 -05:00
Nicolas Mowen
4dc526761c Dynamically update masks and zones for cameras (#18359)
* Include config publisher in api

* Call update topic for passed topics

* Update zones dynamically

* Update zones internally

* Support zone and mask reset

* Handle updating objects config

* Don't put status for needing to restart Frigate

* Cleanup http tests

* Fix tests
2025-08-16 10:20:33 -05:00
Nicolas Mowen
dc187eee1c Dynamic Config Updates (#18353)
* Create classes to handle publishing and subscribing config updates

* Cleanup

* Use config updater

* Update handling for enabled config

* Cleanup

* Recording config updates

* Birdseye config updates

* Handle notifications

* handle review

* Update motion
2025-08-16 10:20:33 -05:00
Manu Wallner
4c8f4ef9fa Replaces sriov flag with explicit path to the Intel GPU device (#19136)
* Replaces `sriov` flag with an explicit path to the GPU device for intel GPUs

* Sort imports
2025-07-14 07:11:25 -05:00
Nicolas Mowen
5cf98824f5 Misc fixes (#19089)
* Correctly handle min_faces

* Change to use recognized faces
2025-07-11 06:30:26 -06:00
Josh Hawkins
c16e536b46 Fixes (#18338)
* improve spacing of face selection in mobile drawer

* fix spacing

* sort face names alphabetically

* Improve face selection dialog

* Use a state to track when face image loads

The naturalWidth and naturalHeight will always be 0 until the image loads. So we use onLoad and a state to track loading and then calculate the area after it has loaded

* Verify that a camera only tracks objects that are possible to track

* Fix test

* genai docs tweak

* Disable openvino model cache

* Clenaup

* Sanitize floats for estimated speed and angle

Users can configure speed zones in such a way that velocity estimates from Norfair cause a value of inf to be stored as an estimated speed. FastAPI doesn't serialize inf as a float, so trying to return this value would result in an API error. Sanitizing the value before storing should correct this.

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2025-05-22 09:38:14 -06:00
Josh Hawkins
49c6073de6 Add ability to specify separator used in proxy headers (#18336) 2025-05-21 06:02:13 -06:00
Nicolas Mowen
b18572a3b6 Min face configuration option (#18284)
* Add option to specify minimum face attempts for an object

* Set upper bound
2025-05-18 07:20:59 -05:00
Nicolas Mowen
d3d05fa397 Fixes (#18220)
* Add option to not trim clip

* Improve API

* Update snapshot for new best objects

* Fix missing strings

* Convert to separate key

* Always include bounding box on snapshots

* improve autotracking relative zooming time calculation

* update proxy docs to note the need for comma separated header roles

* Add count translation

* tracked object lifecycle i18n fix

* update speed estimation docs

* clarity

* Re-initialize onvif information when toggling camera on live view

* Move time ago to card info and add face area

* Clarify face recognition docs

* Increase minimum face recognition area

* use clipFrom to in vod module endpoint to start at the correct time

* Cleanup media api

* Don't change duration

* Use search detail dialog for face library

* Move to segment based

* Cleanup

* Add back duration modification

* clean up docs

---------

Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
2025-05-14 16:44:06 -06:00
Josh Hawkins
511542eaf8 Fixes (#18055)
* frigate+ pane i18n fix

* catch more exceptions

* explore search result tooltip i18n fix

* i18n fix

* remove comments about deprecated strftime_fmt

* Catch producers exists but is None

* Formatting

* fix live camera view i18n

* Add default role config for proxy users

This allows users to specify a default role for users when using a proxy for auth. This can be useful for users who can't/don't want to define a header mapping for the remote-role header.

* update reference config and auth docs

* clarify face rec camera level config

* clarify auth docs

* Fix onnx not working with openvino

* Update openvino to fix failed npu plugin check

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2025-05-05 20:42:24 -06:00
Josh Hawkins
c91c6970de Autotracking improvements (#17955)
* add zoom time to movement predictions

* config migrator

* add space to face rename regex

* more debug

* only calculate zoom time of relative move

* fix test

* make migrated movement weight a zero

* check for str and bool for movestatus support
2025-04-29 10:17:56 -06:00
Josh Hawkins
2610cfcfde Classification config changes (#17892)
* Only auto-populate some config fields down to the camera level

- Don't populate LPR and face global-only settings down to the camera level
- Ensure LPR mixin uses camera level min_area
- Explicitly forbid extra config values for LPR and face

* lpr docs tweak

* remove extra text already in i18n key

* consistency
2025-04-24 07:30:10 -06:00
Josh Hawkins
14a32a6472 LPR tweaks (#17783)
* clarify docs

* improve debugging messages

* don't run any lpr postprocessing

* wording
2025-04-18 07:45:37 -06:00
Josh Hawkins
760ed25f0c LPR improvements (#17716)
* add support for multi-line plates

* config for model size

* default to small model

* add license plate as attribute to motorcycle

* use model size

* docs

* attribute map

* i18n key fix
2025-04-15 09:40:12 -06:00
Josh Hawkins
921908fe33 LPR device selection (#17592)
* config changes

* use device

* docs

* docs

* reset state

* remove auto

* use device

* docs
2025-04-07 19:30:08 -06:00
Josh Hawkins
37e0b9b904 LPR tweaks (#17428)
* fix snapshot when using dedicated lpr

* enhancement and debugging config

* docs
2025-03-28 06:29:11 -06:00
Josh Hawkins
1233bc3a42 Miscellaneous fixes (#17406)
* add config validator for face and lpr

* more lpr docs tweaks

* fix object lifecycle point clicking for aspect ratios less than 16/9

* fix semantic search indexing i18n keys

* remove ability to set system language

* clarify debug output
2025-03-27 05:49:14 -06:00
Nicolas Mowen
e3d4b84803 Face recognition improvements (#17387)
* Increase frequency of updates when internal face detection is used

* Adjust number of required faces based on detection type

* Adjust min_score config to unknown_score

* Only for person

* Improve typing

* Update face rec docs

* Cleanup ui colors

* Cleanup
2025-03-26 07:23:01 -06:00
Nicolas Mowen
b18d1fb970 Refactor face recognition (#17368)
* Refactor face recognition to allow for running lbph or embedding

* Cleanup

* Use weighted average for faces

* Set correct url

* Cleanup

* Update docs

* Update docs

* Use scipy trimmed mean

* Normalize

* Handle color and gray landmark detection

* Upgrade to new arcface model

* Implement sigmoid function

* Rename

* Rename to arcface

* Fix

* Add face recognition model size to ui config

* Update toast
2025-03-25 19:59:03 -05:00
Josh Hawkins
fa4643fddf LPR improvements (#17289)
* config options

* processing in maintainer

* detect and process dedicated lpr plates

* create camera type, add manual event and save snapshot

* use const

* ensure lpr events are always detections, typing fixes

* docs

* docs tweaks

* add preprocessing and penalization for low confidence chars
2025-03-23 13:30:48 -06:00
Nicolas Mowen
e7c6b2d571 Fix per camera config (#17263)
* Fix per camera config

* fix
2025-03-19 21:52:55 -05:00
Nicolas Mowen
ce43b7b3d9 Add per-camera face and lpr configs (#17235)
* Add per-camera face and lpr configs

* Formatting

* Cleanup
2025-03-19 09:02:40 -06:00
Nicolas Mowen
e33fa96599 Face recognize api (#17233)
* Add api to run face recognition on image

* Rework save attempts option

* Cleanup mobile object pane buttons

* Adjust api signature

* Remove param

* Cleanup
2025-03-19 09:02:25 -06:00
Nicolas Mowen
db541abed4 Fix model errors (#17171) 2025-03-16 06:01:15 -05:00
Nicolas Mowen
8d05e7c5b9 Make detection threhsold configurable (#17136) 2025-03-13 12:22:14 -05:00
Nicolas Mowen
b7333557a1 Enable audio by default (#17125)
* Remove mp4 query, allowing go2rtc to send any audio

* Add audio transcoding by default
2025-03-12 16:54:28 -05:00
Nicolas Mowen
300f85720c Face blur factor (#17099)
* Add option to apply factor to face blurring

* Adjust blur factors

* Add debug log
2025-03-11 14:18:43 -05:00
Nicolas Mowen
c43092da9a Add self return for pydantic (#17091) 2025-03-11 07:57:00 -05:00
Josh Hawkins
74ca009b0b UI viewer role (#16978)
* db migration

* db model

* assign admin role on password reset

* add role to jwt and api responses

* don't restrict api access for admins yet

* use json response

* frontend auth context

* update auth form for profile endpoint

* add access denied page

* add protected routes

* auth hook

* dialogs

* user settings view

* restrict viewer access to settings

* restrict camera functions for viewer role

* add password dialog to account menu

* spacing tweak

* migrator default to admin

* escape quotes in migrator

* ui tweaks

* tweaks

* colors

* colors

* fix merge conflict

* fix icons

* add api layer enforcement

* ui tweaks

* fix error message

* debug

* clean up

* remove print

* guard apis for admin only

* fix tests

* fix review tests

* use correct error responses from api in toasts

* add role to account menu
2025-03-08 10:01:08 -06:00
Nicolas Mowen
30acd26898 Disable detection by default (#16980)
* Enable detection by default

* Migrate config to have detect enabled if it is not
2025-03-06 08:00:29 -06:00
leccelecce
c23653338f GenAI: allow configuring additional send trigger after_significant_updates as well as event_end (#16919) 2025-03-04 09:23:51 -07:00
Josh Hawkins
531042467a Dynamically enable/disable cameras (#16894)
* config options

* metrics

* stop and restart ffmpeg processes

* dispatcher

* frontend websocket

* buttons for testing

* don't recreate log pipe

* add/remove cam from birdseye when enabling/disabling

* end all objects and send empty camera activity

* enable/disable switch in ui

* disable buttons when camera is disabled

* use enabled_in_config for some frontend checks

* tweaks

* handle settings pane with disabled cameras

* frontend tweaks

* change to debug log

* mqtt docs

* tweak

* ensure all ffmpeg processes are initially started

* clean up

* use zmq

* remove camera metrics

* remove camera metrics

* tweaks

* frontend tweaks
2025-03-03 08:30:52 -07:00
Josh Hawkins
8d2f461350 Embeddings tweaks (#16864)
* make semantic search optional

* config

* frontend metrics

* docs

* tweak

* fixes

* also check genai cameras for embeddings context
2025-02-28 11:43:08 -07:00
Josh Hawkins
d0e9bcbfdc Add ability to use Jina CLIP V2 for semantic search (#16826)
* add wheels

* move extra index url to bottom

* config model option

* add postprocess

* fix config

* jina v2 embedding class

* use jina v2 in embeddings

* fix ov inference

* frontend

* update reference config

* revert device

* fix truncation

* return np tensors

* use correct embeddings from inference

* manual preprocess

* clean up

* docs

* lower batch size for v2 only

* docs clarity

* wording
2025-02-26 07:58:25 -07:00
Felipe Santos
e773d63c16 Improve ffmpeg versions handling (#16712)
* Improve ffmpeg versions handling

* Remove fallback from LIBAVFORMAT_VERSION_MAJOR, it should always be set

* Mention ffprobe in custom ffmpeg docs

* Fix ffmpeg extraction

* Fix go2rtc example formatting

* Add fallback back to LIBAVFORMAT_VERSION_MAJOR

* Fix linter
2025-02-20 18:07:41 -07:00
Josh Hawkins
3f07d2d37c Improve notifications (#16632)
* add notification cooldown

* cooldown docs

* show alert box when notifications are used in an insecure context

* add ability to suspend notifications from dashboard context menu
2025-02-17 07:19:03 -07:00
Josh Hawkins
9a07505075 More LPR improvements (#16587)
* define a format option and adjust thresholds

* config updates

* docs

* docs clarity
2025-02-14 15:12:36 -07:00
Josh Hawkins
729f5c0833 LPR improvements (#16559)
* use a small yolov9 model for detection

* use yolov9 for users without frigate+ and update retention algorithm

* new lpr config fields

* levenshtein distance package

* tweaks

* docs
2025-02-13 16:08:56 -07:00
Josh Hawkins
82f8694464 Toggle review alerts and detections (#16482)
* backend

* frontend

* docs

* fix topic name and initial websocket state

* update reference config

* fix mqtt docs

* fix initial topics

* don't apply max severity when alerts/detections are disabled

* fix ws merge

* tweaks
2025-02-11 07:46:25 -07:00
Josh Hawkins
9a0211a71c Improve Notifications (#16453)
* backend

* frontend

* add notification config at camera level

* camera level notifications in dispatcher

* initial onconnect

* frontend

* backend for suspended notifications

* frontend

* use base communicator

* initialize all cameras in suspended array and use 0 for unsuspended

* remove switch and use select for suspending in frontend

* use timestamp instead of datetime

* frontend tweaks

* mqtt docs

* fix button width

* use grid for layout

* use thread and queue for processing notifications with 10s timeout

* clean up

* move async code to main class

* tweaks

* docs

* remove warning message
2025-02-10 19:47:15 -07:00
Josh Hawkins
72209986b6 Estimated object speed for zones (#16452)
* utility functions

* backend config

* backend object speed tracking

* draw speed on debug view

* basic frontend zone editor

* remove line sorting

* fix types

* highlight line on canvas when entering value in zone edit pane

* rename vars and add validation

* ensure speed estimation is disabled when user adds more than 4 points

* pixel velocity in debug

* unit_system in config

* ability to define unit system in config

* save max speed to db

* frontend

* docs

* clarify docs

* utility functions

* backend config

* backend object speed tracking

* draw speed on debug view

* basic frontend zone editor

* remove line sorting

* fix types

* highlight line on canvas when entering value in zone edit pane

* rename vars and add validation

* ensure speed estimation is disabled when user adds more than 4 points

* pixel velocity in debug

* unit_system in config

* ability to define unit system in config

* save max speed to db

* frontend

* docs

* clarify docs

* fix duplicates from merge

* include max_estimated_speed in api responses

* add units to zone edit pane

* catch undefined

* add average speed

* clarify docs

* only track average speed when object is active

* rename vars

* ensure points and distances are ordered clockwise

* only store the last 10 speeds like score history

* remove max estimated speed

* update docs

* update docs

* fix point ordering

* improve readability

* docs inertia recommendation

* fix point ordering

* check object frame time

* add velocity angle to frontend

* docs clarity

* add frontend speed filter

* fix mqtt docs

* fix mqtt docs

* don't try to remove distances if they weren't already defined

* don't display estimates on debug view/snapshots if object is not in a speed tracking zone

* docs

* implement speed_threshold for zone presence

* docs for threshold

* better ground plane image

* improve image zone size

* add inertia to speed threshold example
2025-02-10 13:23:42 -07:00