Commit Graph

96 Commits

Author SHA1 Message Date
Nicolas Mowen
4b33e3765e
Add ability to pass additional args to Ollama (#19484)
* Call out recognized objects more specifically

* Cleanup

* Make keep_alive and options configurable

* Generalize

* Use for other providers
2025-08-13 09:28:01 -06:00
Nicolas Mowen
2a7525ef20
Add config for users to define additional concerns that GenAI should make note of in review summary (#19463)
* Don't default to openai

* Improve UI

* Allow configuring additional concerns that users may want the AI to note

* Formatting

* Add preferred language config

* Remove unused
2025-08-11 14:17:25 -05:00
Nicolas Mowen
6c50e69172
Review genai updates (#19448)
* Include extra level for normal activity

* Add dynamic toggling

* Update docs

* Add different threshold for genai

* Adjust webUI for object and review description feature

* Adjust config

* Send on startup

* Cleanup config setting

* Set config

* Fix config name
2025-08-10 07:38:04 -06:00
Nicolas Mowen
f8ca91643e
Review Item GenAI metadata (#19442)
* Rename existing function

* Keep track of thumbnial updates

* Tinkering with genai prompt

* Adjust input format

* Create model for review description output

* testing prompt changes

* Prompt improvements and image saving

* Add config for review items genai

* Use genai review config

* Actual config usage

* Adjust debug image saving

* Fix

* Fix review creation

* Adjust prompt

* Prompt adjustment

* Run genai in thread

* Fix detections block

* Adjust prompt

* Prompt changes

* Save genai response to metadata model

* Handle metadata

* Send review update to dispatcher

* Save review metadata to DB

* Send review notification updates

* Quick fix

* Fix name

* Fix update type

* Correctly dump model

* Add card

* Add card

* Remove message

* Cleanup typing and UI

* Adjust prompt

* Formatting

* Add log

* Formatting

* Add inference speed and keep alive
2025-08-10 06:57:54 -05:00
Nicolas Mowen
52295fcac4
Migrate object genai configuration (#19437)
* Move genAI object to objects section

* Adjust config propogation behavior

* Refactor genai config usage

* Automatic migration

* Always start the embeddings process

* Always init embeddings

* Config fixes

* Adjust reference config

* Adjust docs

* Formatting

* Fix
2025-08-08 17:33:11 -05:00
Nicolas Mowen
687b68246b
Improve comms typing (#18599)
* Enable mypy for comms

* Make zmq data types consistent

* Cleanup inter process typing issues

* Cleanup embeddings typing

* Cleanup config updater

* Cleanup recordings updator

* Make publisher have a generic type

* Cleanup event metadata updater

* Cleanup event metadata updater

* Cleanup detections updater

* Cleanup websocket

* Cleanup mqtt

* Cleanup webpush

* Cleanup dispatcher

* Formatting

* Remove unused

* Add return type

* Fix tests

* Fix semantic triggers config typing

* Cleanup
2025-08-08 07:08:37 -05:00
Nicolas Mowen
71e18ae888 Object attribute classification (#19205)
* Add enum for type of classification for objects

* Update recognized license plate topic to be used as attribute updater

* Update attribute for attribute type object classification

* Cleanup
2025-08-07 20:58:34 -06:00
Josh Hawkins
a8404d6ee1 Dynamically enable/disable GenAI (#19139)
* config

* dispatcher and mqtt

* docs

* use config updater

* add switch to frontend
2025-08-07 20:58:33 -06:00
Josh Hawkins
ef406ba647 Semantic Search Triggers (#18969)
* semantic trigger test

* database and model

* config

* embeddings maintainer and trigger post-processor

* api to create, edit, delete triggers

* frontend and i18n keys

* use thumbnail and description for trigger types

* image picker tweaks

* initial sync

* thumbnail file management

* clean up logs and use saved thumbnail on frontend

* publish mqtt messages

* webpush changes to enable trigger notifications

* add enabled switch

* add triggers from explore

* renaming and deletion fixes

* fix typing

* UI updates and add last triggering event time and link

* log exception instead of return in endpoint

* highlight entry in UI when triggered

* save and delete thumbnails directly

* remove alert action for now and add descriptions

* tweaks

* clean up

* fix types

* docs

* docs tweaks

* docs

* reuse enum
2025-08-07 20:57:35 -06:00
Nicolas Mowen
ece5ac6d77 Improve classification UI (#18910)
* Move threhsold to base model config

* Improve score handling

* Add back button
2025-08-07 20:56:54 -06:00
Josh Hawkins
3dd7473222 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>
2025-08-07 20:56:08 -06:00
Nicolas Mowen
f791b0c8e7 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>
2025-08-07 20:54:18 -06:00
Jimmy
2a30acaa0d 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
2025-08-07 20:53:13 -06:00
Nicolas Mowen
698b782ecc 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
2025-08-07 20:53:13 -06:00
Nicolas Mowen
21807ca255 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
2025-08-07 20:53:13 -06:00
Nicolas Mowen
97f971abee Implement API to train classification models (#18475) 2025-08-07 20:53:13 -06:00
Josh Hawkins
8911568fdf 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
2025-08-07 20:53:12 -06:00
Nicolas Mowen
359b4a5630 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
2025-08-07 20:52:57 -06:00
Nicolas Mowen
80dec7dfa1 Add ability to configure when custom classification models run (#18380)
* Add config to control when classification models are run

* Cleanup
2025-08-07 20:52:32 -06:00
Nicolas Mowen
6608dc6c16 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
2025-08-07 20:52:32 -06:00
Nicolas Mowen
b9921af7a2 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
2025-08-07 20:52:32 -06:00
Nicolas Mowen
e036e32b1a 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
2025-08-07 20:52:31 -06:00
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