* Move onnx runner
* Build out base embedding
* Convert text embedding to separate class
* Move image embedding to separate
* Move LPR to separate class
* Remove mono embedding
* Simplify model downloading
* Reorganize jina v1 embeddings
* Cleanup
* Cleanup for review
* Remove thumbnail from dict
* Create thumbnail diectory
* Cleanup handling of tracked object images
* Make thumbnail optional
* Handle cases where thumbnail is used
* Expand options for thumbnail api
* Fix up the does not exist condition
* Remove absolute usages of thumbnails
* Write thumbnails for external events
* Reduce webp quality
* Use webp everywhere in frontend
* Formatting
* Always consider all events when re-indexing
* Add thumbnail deletion and cleanup path management
* Cleanup imports
* Rename def
* Don't save thumbnail for every object
* Correct event count
* Use correct function
* Include thumbnail in query
* Remove unused
* Fix requiring exception
* norfair tracker config per object type
* change default R back to 3.4
* separate trackers for static and autotracking cameras
* tweak params and fix debug draw
* ensure all trackers are correctly updated even when there are no detections
* basic reid with histograms
* check mp value
* check mp value again
* stationary objects won't have embeddings
* don't switch trackers when autotracking is toggled after startup
* improve motion detection during autotracking
* use helper function
* get histogram in tracker instead of detect
* WIP yolov9
* Implement post processing for yolov9
* Cleanup detection
* Update docs to make note of supported yolov9
* Move post processing to separate utility
* Add note about other models
* 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
* 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
* Actually send result to face registration
* Define postprocessing api and move face processing to fit
* Standardize request handling
* Standardize handling of processors
* Rename processing metrics
* Cleanup
* Standardize object end
* Update to newer formatting
* One more
* One more
* Support downloading face models
* Handle download and loading correctly
* Add face dir creation
* Fix error
* Fix
* Formatting
* Move upload to button
* Show number of faces in library for each name
* Add text color for score
* Cleanup
* Validate faces using cosine distance and SVC
* Formatting
* Use opencv instead of face embedding
* Update docs for training data
* Adjust to score system
* Set bounds
* remove face embeddings
* Update writing images
* Add face library page
* Add ability to select file
* Install opencv deps
* Cleanup
* Use different deps
* Move deps
* Cleanup
* Only show face library for desktop
* Implement deleting
* Add ability to upload image
* Add support for uploading images
* Add margin to detected faces for embeddings
* Standardize pixel values for face input
* Use SVC to classify faces
* Clear classifier when new face is added
* Formatting
* Add dependency
* 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
* Don't track shared memory in frame tracker
* Don't track any instance
* Don't assign sub label to objects when multiple cars are overlapping
* Formatting
* Fix assignment
* only save a fixed number of thumbnails if genai is enabled
* disable cpu_mem_arena to save on memory until its actually needed
* fix search settings pane so it actually saves to the config
* Fix access
* Reorganize tracked object for imports
* Separate out rockchip build
* Formatting
* Use original ffmpeg build
* Fix build
* Update default search type value
* :Add support for nvidia driver info
* Don't show temperature if detector isn't called coral
* Add encoder and decoder info for Nvidia GPUs
* Fix device info
* Implement GPU info for nvidia GPU
* Update web/src/views/system/GeneralMetrics.tsx
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Update web/src/views/system/GeneralMetrics.tsx
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* swap sqlite_vec for chroma in requirements
* load sqlite_vec in embeddings manager
* remove chroma and revamp Embeddings class for sqlite_vec
* manual minilm onnx inference
* remove chroma in clip model
* migrate api from chroma to sqlite_vec
* migrate event cleanup from chroma to sqlite_vec
* migrate embedding maintainer from chroma to sqlite_vec
* genai description for sqlite_vec
* load sqlite_vec in main thread db
* extend the SqliteQueueDatabase class and use peewee db.execute_sql
* search with Event type for similarity
* fix similarity search
* install and add comment about transformers
* fix normalization
* add id filter
* clean up
* clean up
* fully remove chroma and add transformers env var
* readd uvicorn for fastapi
* readd tokenizer parallelism env var
* remove chroma from docs
* remove chroma from UI
* try removing custom pysqlite3 build
* hard code limit
* optimize queries
* revert explore query
* fix query
* keep building pysqlite3
* single pass fetch and process
* remove unnecessary re-embed
* update deps
* move SqliteVecQueueDatabase to db directory
* make search thumbnail take up full size of results box
* improve typing
* improve model downloading and add status screen
* daemon downloading thread
* catch case when semantic search is disabled
* fix typing
* build sqlite_vec from source
* resolve conflict
* file permissions
* try build deps
* remove sources
* sources
* fix thread start
* include git in build
* reorder embeddings after detectors are started
* build with sqlite amalgamation
* non-platform specific
* use wget instead of curl
* remove unzip -d
* remove sqlite_vec from requirements and load the compiled version
* fix build
* avoid race in db connection
* add scale_factor and bias to description zscore normalization
* Added stop_event to util.Process
util.Process will take care of receiving signals when the stop_event is
accessed in the subclass. If it never is, SystemExit is raised instead.
This has the effect of still behaving like multiprocessing.Process when
stop_event is not accessed, while still allowing subclasses to not deal
with the hassle of setting it up.
* Give each util.Process their own logger
This will help to reduce boilerplate in subclasses.
* Give explicit types to util.Process.__init__
This gives better type hinting in the editor.
* Use util.Process facilities in AudioProcessor
Boilerplate begone!
* Removed pointless check in util.Process
The log_listener.queue should never be None, unless something has gone
extremely wrong in the log setup code. If we're that far gone, crashing
is better.
* Make sure faulthandler is enabled in all processes
This has no effect currently since we're using the fork start_method.
However, when we inevidably switch to forkserver (either by choice, or
by upgrading to python 3.14+) not having this makes for some really fun
failure modes :D
* Add loading indicator when explore view is revalidating
* Portal tooltip in object lifecycle pane
* Better config file handling
* Only manually set aspect ratio when using alert videos
* Subclass Process for audio_process
* Introduce custom mp.Process subclass
In preparation to switch the multiprocessing startup method away from
"fork", we cannot rely on os.fork cloning the log state at fork time.
Instead, we have to set up logging before we run the business logic of
each process.
* Make camera_metrics into a class
* Make ptz_metrics into a class
* Fixed PtzMotionEstimator.ptz_metrics type annotation
* Removed pointless variables
* Do not start audio processor when no audio cameras are configured
* Moved FrigateApp.init_config() into FrigateConfig.load()
* Move frigate config loading into main
* Store PlusApi in FrigateConfig
* Register SIGTERM handler in main
* Ensure logging is setup during config parsing
* Removed pointless try
* Moved config initialization out of FrigateApp
* Made FrigateApp.shm_frame_count into a function
* Removed log calls from signal handlers
python's logging calls are not re-entrant, which caused at least one of
these to deadlock randomly.
* Reopen stdout/err on process fork
This helps avoid deadlocks (https://github.com/python/cpython/issues/91776).
* Make mypy happy
* Whoops. I might have forgotten to save.
Truly an amateur mistake.
* Always call FrigateApp.stop()
* Ignore entire __pycache__ folder instead of individual *.pyc files
* Ignore .mypy_cache in git
* Rework config YAML parsing to use only ruamel.yaml
PyYAML silently overrides keys when encountering duplicates, but ruamel
raises and exception by default. Since we're already using it elsewhere,
dropping PyYAML is an easy choice to make.
* Added EnvString in config to slim down runtime_config()
* Added gitlens to devcontainer
* Automatically call FrigateConfig.runtime_config()
runtime_config needed to be called manually before. Now, it's been
removed, but the same code is run by a pydantic validator.
* Fix handling of missing -segment_time
* Removed type annotation on FrigateConfig's parse
I'd like to keep them, but then mypy complains about some fundamental
errors with how the pydantic model is structured. I'd like to fix it,
but I'd rather work towards moving some of this config to the database.
* Ignore entire __pycache__ folder instead of individual *.pyc files
* Rewrite the yaml loader to match PyYAML
The old implementation would fail in weird ways with configs that were
incorrect in just the right way. The new implementation just does what
PyYAML would do, only diverging in case of duplicate keys.
* Clarify duplicate yaml key ValueError message
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
---------
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* Install multiple ffmpeg versions and add config to make it configurable
* Update docs
* Run ffprobe too
* Cleanup
* Apply config to go2rtc as well
* Fix ffmpeg bin
* Docs
* Restore path
* Cleanup env var
* Fix ffmpeg path for encoding
* Fix export
* Formatting
* Object lifecycle pane
* fix thumbnails and annotation offset math
* snapshot endpoint height and format, yaml types, bugfixes
* clean up for new type
* use get_image_from_recording in recordings snapshot api
* make height optional
* Refactor recordings config to be based off of review items
* Update object processing logic for when an event is created
* Migrate to deciding recording retention based on review items
* Refactor recording expiration to be based off of review items
* Remove remainder of recording events access
* Handle migration automatically
* Update version and cleanup
* Update docs
* Clarify docs
* Cleanup
* Target camera config
* Safely access all fields
* Only keep 2x detect fps frames in SHM
* Don't delete previous shm frames in output
* Catch case where images do not exist
* Ensure files are closed
* Clear out all frames when shutting down
* Correct the number of frames saved
* Simplify empty shm error handling
* Improve frame safety
* intentionally handle queues during shutdown and carefully manage shutdown order
* more carefully manage shutdown to avoid threadlocks
* use debug for signal logging
* ensure disabled cameras dont break shutdown
* typo
* Update config version to be stored inside of the config
* Don't remove items from list when navigating back
* Use video api instead of webps for live current hour filmstrip
* Check that the config file is writable
* Show camera name when camera is offline
* Show camera name when offline
* Cleanup
* add ability to parse and upload image from recording to frigate+
* Show dialog with current frame to be uploaded
* Implement uploading image in frontend
* Cleanup
* Update title
* Add verification for required zone names
* Make global object masks use relative coordinates as well
* Ensure event image cleanup doesn't fail
* Return passed value
* Update reference config to reflect new config
* Migrate 0.13 config to match 0.14 config style
* Overwrite existing config
* Adjust config schema to remove events required zones and include reviews
* Update object config to check correct required zones config
* Refactor reviews to remove motion and only create review segments in expected circumstances
* Cleanup
* Formatting
* Fix update ordering
* Update pydantic
* Remove rtmp references as part of migration
* Catch file not found for alert frame
* Handle zones and masks as relative coords
* Ensure that zone coords are saved as relative
* Get motion mask working with relative coordinates
* Rewrite object mask to use relative coordinates as well
* Formatting
* Fix always trying to convert
* fix mask logic
* Save numbers as int instead of string
* Fix hover logic
* Fix delay for new alerts
* Fixup dialog and marking item as uploaded
* Make preview progress larger and easier to grab
* Allow hovering to control preview on desktop
* Add dialog for creating new camera group
* Support adding of camera groups and dynamically updating the config
* Support deleting and edit existing camera groups
* Don't show separator if user has no groups
* Formatting
* fix background
