* Support GenAI for embeddings
* Add embed API support
* Add support for embedding via genai
* Basic docs
* undo
* Fix sending images
* Don't require download check
* Set model
* Handle emb correctly
* Clarification
* Cleanup
* Cleanup
* migrator and runtime config changes
* component changes to use rasterized_mask
* frontend
* convert none to empty string for config save
* i18n
* update tests
* add enabled config to zones
* zones frontend
* i18n
* docs
* tweaks
* use dashed stroke to indicate disabled
* allow toggle from icon
* use filelock to ensure atomic config updates from endpoint
* enforce atomic config update in the frontend
* toggle via mqtt
* fix global object masks
* correctly handle global object masks in dispatcher
* ws hooks
* render masks and zones based on ws enabled state
* use enabled_in_config for zones and masks
* frontend for enabled_in_config
* tweaks
* i18n
* publish websocket on config save
* i18n tweaks
* pydantic title and description
* i18n generation
* tweaks
* fix typing
* use react-jsonschema-form for UI config
* don't use properties wrapper when generating config i18n json
* configure for full i18n support
* section fields
* add descriptions to all fields for i18n
* motion i18n
* fix nullable fields
* sanitize internal fields
* add switches widgets and use friendly names
* fix nullable schema entries
* ensure update_topic is added to api calls
this needs further backend implementation to work correctly
* add global sections, camera config overrides, and reset button
* i18n
* add reset logic to global config view
* tweaks
* fix sections and live validation
* fix validation for schema objects that can be null
* generic and custom per-field validation
* improve generic error validation messages
* remove show advanced fields switch
* tweaks
* use shadcn theme
* fix array field template
* i18n tweaks
* remove collapsible around root section
* deep merge schema for advanced fields
* add array field item template and fix ffmpeg section
* add missing i18n keys
* tweaks
* comment out api call for testing
* add config groups as a separate i18n namespace
* add descriptions to all pydantic fields
* make titles more concise
* new titles as i18n
* update i18n config generation script to use json schema
* tweaks
* tweaks
* rebase
* clean up
* form tweaks
* add wildcards and fix object filter fields
* add field template for additionalproperties schema objects
* improve typing
* add section description from schema and clarify global vs camera level descriptions
* separate and consolidate global and camera i18n namespaces
* clean up now obsolete namespaces
* tweaks
* refactor sections and overrides
* add ability to render components before and after fields
* fix titles
* chore(sections): remove legacy single-section components replaced by template
* refactor configs to use individual files with a template
* fix review description
* apply hidden fields after ui schema
* move util
* remove unused i18n
* clean up error messages
* fix fast refresh
* add custom validation and use it for ffmpeg input roles
* update nav tree
* remove unused
* re-add override and modified indicators
* mark pending changes and add confirmation dialog for resets
* fix red unsaved dot
* tweaks
* add docs links, readonly keys, and restart required per field
* add special case and comments for global motion section
* add section form special cases
* combine review sections
* tweaks
* add audio labels endpoint
* add audio label switches and input to filter list
* fix type
* remove key from config when resetting to default/global
* don't show description for new key/val fields
* tweaks
* spacing tweaks
* add activity indicator and scrollbar tweaks
* add docs to filter fields
* wording changes
* fix global ffmpeg section
* add review classification zones to review form
* add backend endpoint and frontend widget for ffmpeg presets and manual args
* improve wording
* hide descriptions for additional properties arrays
* add warning log about incorrectly nested model config
* spacing and language tweaks
* fix i18n keys
* networking section docs and description
* small wording tweaks
* add layout grid field
* refactor with shared utilities
* field order
* add individual detectors to schema
add detector titles and descriptions (docstrings in pydantic are used for descriptions) and add i18n keys to globals
* clean up detectors section and i18n
* don't save model config back to yaml when saving detectors
* add full detectors config to api model dump
works around the way we use detector plugins so we can have the full detector config for the frontend
* add restart button to toast when restart is required
* add ui option to remove inner cards
* fix buttons
* section tweaks
* don't zoom into text on mobile
* make buttons sticky at bottom of sections
* small tweaks
* highlight label of changed fields
* add null to enum list when unwrapping
* refactor to shared utils and add save all button
* add undo all button
* add RJSF to dictionary
* consolidate utils
* preserve form data when changing cameras
* add mono fonts
* add popover to show what fields will be saved
* fix mobile menu not re-rendering with unsaved dots
* tweaks
* fix logger and env vars config section saving
use escaped periods in keys to retain them in the config file (eg "frigate.embeddings")
* add timezone widget
* role map field with validation
* fix validation for model section
* add another hidden field
* add footer message for required restart
* use rjsf for notifications view
* fix config saving
* add replace rules field
* default column layout and add field sizing
* clean up field template
* refactor profile settings to match rjsf forms
* tweaks
* refactor frigate+ view and make tweaks to sections
* show frigate+ model info in detection model settings when using a frigate+ model
* update restartRequired for all fields
* fix restart fields
* tweaks and add ability enable disabled cameras
more backend changes required
* require restart when enabling camera that is disabled in config
* disable save when form is invalid
* refactor ffmpeg section for readability
* change label
* clean up camera inputs fields
* misc tweaks to ffmpeg section
- add raw paths endpoint to ensure credentials get saved
- restart required tooltip
* maintenance settings tweaks
* don't mutate with lodash
* fix description re-rendering for nullable object fields
* hide reindex field
* update rjsf
* add frigate+ description to settings pane
* disable save all when any section is invalid
* show translated field name in validation error pane
* clean up
* remove unused
* fix genai merge
* fix genai
* GenAI client manager
* Add config migration
* Convert to roles list
* Support getting client via manager
* Cleanup
* Fix import issues
* Set model in llama.cpp config
* Clenaup
* Use config update
* Clenaup
* Add new title and desc
* added hwaccel_args to camera.record.export config struct
* populate camera.record.export.hwaccel_args with a cascade up to camera then global if 'auto'
* use new hwaccel args in export
* added documentation for camera-specific hwaccel export
* fix c/p error
* missed an import
* fleshed out the docs and comments a bit
* ruff lint
* separated out the tips in the doc
* fix documentation
* fix and simplify reference config doc
* Update version
* Create scaffolding for case management (#21293)
* implement case management for export apis (#21295)
* refactor vainfo to search for first GPU (#21296)
use existing LibvaGpuSelector to pick appropritate libva device
* Case management UI (#21299)
* Refactor export cards to match existing cards in other UI pages
* Show cases separately from exports
* Add proper filtering and display of cases
* Add ability to edit and select cases for exports
* Cleanup typing
* Hide if no unassigned
* Cleanup hiding logic
* fix scrolling
* Improve layout
* Camera connection quality indicator (#21297)
* add camera connection quality metrics and indicator
* formatting
* move stall calcs to watchdog
* clean up
* change watchdog to 1s and separately track time for ffmpeg retry_interval
* implement status caching to reduce message volume
* Export filter UI (#21322)
* Get started on export filters
* implement basic filter
* Implement filtering and adjust api
* Improve filter handling
* Improve navigation
* Cleanup
* handle scrolling
* Refactor temperature reporting for detectors and implement Hailo temp reading (#21395)
* Add Hailo temperature retrieval
* Refactor `get_hailo_temps()` to use ctxmanager
* Show Hailo temps in system UI
* Move hailo_platform import to get_hailo_temps
* Refactor temperatures calculations to use within detector block
* Adjust webUI to handle new location
---------
Co-authored-by: tigattack <10629864+tigattack@users.noreply.github.com>
* Camera-specific hwaccel settings for timelapse exports (correct base) (#21386)
* added hwaccel_args to camera.record.export config struct
* populate camera.record.export.hwaccel_args with a cascade up to camera then global if 'auto'
* use new hwaccel args in export
* added documentation for camera-specific hwaccel export
* fix c/p error
* missed an import
* fleshed out the docs and comments a bit
* ruff lint
* separated out the tips in the doc
* fix documentation
* fix and simplify reference config doc
* Add support for GPU and NPU temperatures (#21495)
* Add rockchip temps
* Add support for GPU and NPU temperatures in the frontend
* Add support for Nvidia temperature
* Improve separation
* Adjust graph scaling
* Exports Improvements (#21521)
* Add images to case folder view
* Add ability to select case in export dialog
* Add to mobile review too
* Add API to handle deleting recordings (#21520)
* Add recording delete API
* Re-organize recordings apis
* Fix import
* Consolidate query types
* Add media sync API endpoint (#21526)
* add media cleanup functions
* add endpoint
* remove scheduled sync recordings from cleanup
* move to utils dir
* tweak import
* remove sync_recordings and add config migrator
* remove sync_recordings
* docs
* remove key
* clean up docs
* docs fix
* docs tweak
* Media sync API refactor and UI (#21542)
* generic job infrastructure
* types and dispatcher changes for jobs
* save data in memory only for completed jobs
* implement media sync job and endpoints
* change logs to debug
* websocket hook and types
* frontend
* i18n
* docs tweaks
* endpoint descriptions
* tweak docs
* use same logging pattern in sync_recordings as the other sync functions (#21625)
* Fix incorrect counting in sync_recordings (#21626)
* Update go2rtc to v1.9.13 (#21648)
Co-authored-by: Eugeny Tulupov <eugeny.tulupov@spirent.com>
* Refactor Time-Lapse Export (#21668)
* refactor time lapse creation to be a separate API call with ability to pass arbitrary ffmpeg args
* Add CPU fallback
* Optimize empty directory cleanup for recordings (#21695)
The previous empty directory cleanup did a full recursive directory
walk, which can be extremely slow. This new implementation only removes
directories which have a chance of being empty due to a recent file
deletion.
* Implement llama.cpp GenAI Provider (#21690)
* Implement llama.cpp GenAI Provider
* Add docs
* Update links
* Fix broken mqtt links
* Fix more broken anchors
* Remove parents in remove_empty_directories (#21726)
The original implementation did a full directory tree walk to find and remove
empty directories, so this implementation should remove the parents as well,
like the original did.
* Implement LLM Chat API with tool calling support (#21731)
* Implement initial tools definiton APIs
* Add initial chat completion API with tool support
* Implement other providers
* Cleanup
* Offline preview image (#21752)
* use latest preview frame for latest image when camera is offline
* remove frame extraction logic
* tests
* frontend
* add description to api endpoint
* Update to ROCm 7.2.0 (#21753)
* Update to ROCm 7.2.0
* ROCm now works properly with JinaV1
* Arcface has compilation error
* Add live context tool to LLM (#21754)
* Add live context tool
* Improve handling of images in request
* Improve prompt caching
* Add networking options for configuring listening ports (#21779)
* feat: add X-Frame-Time when returning snapshot (#21932)
Co-authored-by: Florent MORICONI <170678386+fmcloudconsulting@users.noreply.github.com>
* Improve jsmpeg player websocket handling (#21943)
* improve jsmpeg player websocket handling
prevent websocket console messages from appearing when player is destroyed
* reformat files after ruff upgrade
* Allow API Events to be Detections or Alerts, depending on the Event Label (#21923)
* - API created events will be alerts OR detections, depending on the event label, defaulting to alerts
- Indefinite API events will extend the recording segment until those events are ended
- API event start time is the actual start time, instead of having a pre-buffer of record.event_pre_capture
* Instead of checking for indefinite events on a camera before deciding if we should end the segment, only update last_detection_time and last_alert_time if frame_time is greater, which should have the same effect
* Add the ability to set a pre_capture number of seconds when creating a manual event via the API. Default behavior unchanged
* Remove unnecessary _publish_segment_start() call
* Formatting
* handle last_alert_time or last_detection_time being None when checking them against the frame_time
* comment manual_info["label"].split(": ")[0] for clarity
* ffmpeg Preview Segment Optimization for "high" and "very_high" (#21996)
* Introduce qmax parameter for ffmpeg preview encoding
Added PREVIEW_QMAX_PARAM to control ffmpeg encoding quality.
* formatting
* Fix spacing in qmax parameters for preview quality
* Adapt to new Gemini format
* Fix frame time access
* Remove exceptions
* Cleanup
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
Co-authored-by: tigattack <10629864+tigattack@users.noreply.github.com>
Co-authored-by: Andrew Roberts <adroberts@gmail.com>
Co-authored-by: Eugeny Tulupov <zhekka3@gmail.com>
Co-authored-by: Eugeny Tulupov <eugeny.tulupov@spirent.com>
Co-authored-by: John Shaw <1753078+johnshaw@users.noreply.github.com>
Co-authored-by: Eric Work <work.eric@gmail.com>
Co-authored-by: FL42 <46161216+fl42@users.noreply.github.com>
Co-authored-by: Florent MORICONI <170678386+fmcloudconsulting@users.noreply.github.com>
Co-authored-by: nulledy <254504350+nulledy@users.noreply.github.com>
* misc triggers tweaks
i18n fixes
fix toaster color
fix clicking on labels selecting incorrect checkbox
* update copilot instructions
* lpr docs tweaks
* add retry params to gemini
* i18n fix
* ensure users only see recognized plates from accessible cameras in explore
* ensure all zone filters are converted to pixels
zone-level filters were never converted from percentage area to pixels. RuntimeFilterConfig was only applied to filters at the camera level, not zone.filters.
Fixes https://github.com/blakeblackshear/frigate/discussions/21694
* add test for percentage based zone filters
* use export id for key instead of name
* update gemini docs
* Add shortSummary field to review summary to be used for notifications
* pull in current config version into default config
* fix crash when dynamically adding cameras
depending on where we are in the update loop, camera configs might not be updated yet and we are receiving detections already
* add no tracked objects and icon to explore summary view
* reset add camera wizard when closing and saving
* don't flash no exports icon while loading
* Improve handling of homekit config
* Increase prompt tokens reservation
* Adjust
* Catch event not found object detection
* Use thread lock for JinaV2 in onnxruntime
* remove incorrect embeddings process from memray docs
* only show transcribe button if audio event has video
* apply aspect ratio and margin constraints to path overlay in detail stream on mobile
improves a specific case where the overlay was not aligned with 4:3 cameras on mobile phones
* show metadata title as tooltip on icon hover in detail stream
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Include DB in safe mode config
Copy DB when going into safe mode to avoid creating a new one if a user has configured a separate location
* Fix documentation for example log module
* Set minimum duration for recording segments
Due to the inpoint logic, some recordings would get clipped on the end of the segment with a non-zero duration but not enough duration to include a frame. 100 ms is a safe value for any video that is 10fps or higher to have a frame
* Add docs to explain object assignment for classification
* Add warning for Intel GPU stats bug
Add warning with explanation on GPU stats page when all Intel GPU values are 0
* Update docs with creation instructions
* reset loading state when moving through events in tracking details
* disable pip on preview players
* Improve HLS handling for startPosition
The startPosition was incorrectly calculated assuming continuous recordings, when it needs to consider only some segments exist. This extracts that logic to a utility so all can use it.
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* update config for roles and add validator
* ensure admin and viewer are never overridden
* add class method to user to retrieve all allowed cameras
* enforce config roles in auth api endpoints
* add camera access api dependency functions
* protect review endpoints
* protect preview endpoints
* rename param name for better fastapi injection matching
* remove unneeded
* protect export endpoints
* protect event endpoints
* protect media endpoints
* update auth hook for allowed cameras
* update default app view
* ensure anonymous user always returns all cameras
* limit cameras in explore
* cameras is already a list
* limit cameras in review/history
* limit cameras in live view
* limit cameras in camera groups
* only show face library and classification in sidebar for admin
* remove check in delete reviews
since admin role is required, no need to check camera access. fixes failing test
* pass request with camera access for tests
* more async
* camera access tests
* fix proxy auth tests
* allowed cameras for review tests
* combine event tests and refactor for camera access
* fix post validation for roles
* don't limit roles in create user dialog
* fix triggers endpoints
no need to run require camera access dep since the required role is admin
* fix type
* create and edit role dialogs
* delete role dialog
* fix role change dialog
* update settings view for roles
* i18n changes
* minor spacing tweaks
* docs
* use badges and camera name label component
* clarify docs
* display all cameras badge for admin and viewer
* i18n fix
* use validator to prevent reserved and empty roles from being assigned
* split users and roles into separate tabs in settings
* tweak docs
* clarify docs
* change icon
* don't memoize roles
always recalculate on component render
* 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
* 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
* 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
* 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
* 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>
* 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
* 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
* 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
* 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
* config file changes
* config migrator
* stream selection on single camera live view
* camera streaming settings dialog
* manage persistent group streaming settings
* apply streaming settings in camera groups
* add ability to clear all streaming settings from settings
* docs
* update reference config
* fixes
* clarify docs
* use first stream as default in dialog
* ensure still image is visible after switching stream type to none
* docs
* clarify docs
* add ability to continue playing stream in background
* fix props
* put stream selection inside dropdown on desktop
* add capabilities to live mode hook
* live context menu component
* resize observer: only return new dimensions if they've actually changed
* pass volume prop to players
* fix slider bug, https://github.com/shadcn-ui/ui/issues/1448
* update react-grid-layout
* prevent animated transitions on draggable grid layout
* add context menu to dashboards
* use provider
* streaming dialog from context menu
* docs
* add jsmpeg warning to context menu
* audio and two way talk indicators in single camera view
* add link to debug view
* don't use hook
* create manual events from live camera view
* maintain grow classes on grid items
* fix initial volume state on default dashboard
* fix pointer events causing context menu to end up underneath image on iOS
* mobile drawer tweaks
* stream stats
* show settings menu for non-restreamed cameras
* consistent settings icon
* tweaks
* optional stats to fix birdseye player
* add toaster to live camera view
* fix crash on initial save in streaming dialog
* don't require restreaming for context menu streaming settings
* add debug view to context menu
* stats fixes
* update docs
* always show stream info when restreamed
* update camera streaming dialog
* make note of no h265 support for webrtc
* docs clarity
* ensure docs show streams as a dict
* docs clarity
* fix css file
* tweaks
* Start working on bird processor
* Initial setup for bird processing
* Improvements to handling
* Get classification working
* Cleanup classification
* Add classification config
* Update sort
* Update version
* Face recognition backend (#14495)
* Add basic config and face recognition table
* Reconfigure updates processing to handle face
* Crop frame to face box
* Implement face embedding calculation
* Get matching face embeddings
* Add support face recognition based on existing faces
* Use arcface face embeddings instead of generic embeddings model
* Add apis for managing faces
* Implement face uploading API
* Build out more APIs
* Add min area config
* Handle larger images
* Add more debug logs
* fix calculation
* Reduce timeout
* Small tweaks
* Use webp images
* Use facenet model
* Improve face recognition (#14537)
* Increase requirements for face to be set
* Manage faces properly
* Add basic docs
* Simplify
* Separate out face recognition frome semantic search
* Update docs
* Formatting
* Fix access (#14540)
* Face detection (#14544)
* Add support for face detection
* Add support for detecting faces during registration
* Set body size to be larger
* Undo
* Update version
* Face recognition backend (#14495)
* Add basic config and face recognition table
* Reconfigure updates processing to handle face
* Crop frame to face box
* Implement face embedding calculation
* Get matching face embeddings
* Add support face recognition based on existing faces
* Use arcface face embeddings instead of generic embeddings model
* Add apis for managing faces
* Implement face uploading API
* Build out more APIs
* Add min area config
* Handle larger images
* Add more debug logs
* fix calculation
* Reduce timeout
* Small tweaks
* Use webp images
* Use facenet model
* Improve face recognition (#14537)
* Increase requirements for face to be set
* Manage faces properly
* Add basic docs
* Simplify
* Separate out face recognition frome semantic search
* Update docs
* Formatting
* Fix access (#14540)
* Face detection (#14544)
* Add support for face detection
* Add support for detecting faces during registration
* Set body size to be larger
* Undo
* initial foundation for alpr with paddleocr
* initial foundation for alpr with paddleocr
* initial foundation for alpr with paddleocr
* config
* config
* lpr maintainer
* clean up
* clean up
* fix processing
* don't process for stationary cars
* fix order
* fixes
* check for known plates
* improved length and character by character confidence
* model fixes and small tweaks
* docs
* placeholder for non frigate+ model lp detection
---------
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* Increase requirements for face to be set
* Manage faces properly
* Add basic docs
* Simplify
* Separate out face recognition frome semantic search
* Update docs
* Formatting
