* zoom in/out in search for lost objects
* predicted box should not be empty
* clean up and update zoom logic
* only zoom if enabled
* more cleanup
* check for valid velocity when zooming
* only try absolute zoom in if obj area has changed
* zoom logic
* don't enqueue lost object zoom if already at limit
* don't disable motion boxes during ptz moves
* velocity threshold based on move coefficients
* fix area zoom logic
* disable debug zoom
* don't process objects if ptz moving
* recalc with exponent
* change exponent
* remove lost object zooming
* increase distance threshold for stationary object
* increase distance threshold constant
* only zoom out if nonzero
* camera name in all debug logging
* add camera name to debug logging
* camera variable name consistency
* update calibration behavior and docs
* docs and better zooming
* more sensible target values
* docs wording
* fix velocity threshold variable
* zooming tweaks and remove iou for current objects
* debug and docs
* get valid velocity
* include zero
* additional debug statements
* add zoom hysteresis
* zoom on initial move if relative
* only update target box if we actually zoom
* merge dev
* use getattr instead of get
* increase distance threshold
* reverse logic
* get_camera_status after preset move to store zoom
* final tweaks and docs
* use constants and catch possible debug exception
* adjust zoom factor exponent
* don't run motion estimation when calling preset
* adjust dimension threshold
* use numpy for velocity estimate calcs
* more numpy conversion
* fix numpy shapes
* numpy zeros dimension
* more zoom out conditions
* fix velocity bug
* ensure init has been called in debug view
* ensure onvif init if enabling by mqtt
* change default hysteresis values
* recalc relative zoom value
* zoom out value
* try to zoom when object isn't moving
* try zoom when tracked object is not moving
* don't try to zoom every time
* negate zoom out condition when needed
* hysteresis constants for absolute zooming
* update zoom conditions
* don't recalc target box on zoom only
* zoom out if above area threshold
* don't print zooming debug for stationary obj
* revamp zooming to use area moving average
* zooming tweaks and expose property
* limit zoom with max target box
* use calibration to determine zoom levels
* zoom logic fix
* docs
* add tapo c200 camera
* fix initial absolute zoom
* small zoom logic fix
* better invalid velocity checks
* fix test
* really fix test this time
* [CHANGE] More resilient and slightly faster PTZ
* Make "Check Black" happy.
* Make "check black" happier
* Remove unused named exception
---------
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* Smarter Regions
* Formatting
* Cleanup
* Fix motion region checking logic
* Add database table and migration for regions
* Update region grid on startup
* Revert init delay change
* Fix mypy
* Move object related functions to util
* Remove unused
* Fix tests
* Remove log
* Update the region daily at 2
* Fix logic
* Formatting
* Initialize grid before starting processing frames
* Move back to creating grid in main process
* Formatting
* Fixes
* Formating
* Fix region check
* Accept all but true
* Use regions grid for startup scan
* Add clarifying comment
* Fix new grid requests
* Add tests
* Delete stale region grids from DB
* fix queues not emptying fully by changing gets to a blocking call with short timeout
* add extra error/warning messages when there's a possibility of missing recording segments
* Update api.md
* Update api.md
* Added filter option for min/max score for event to API function /events
* Added filter for submitted events
* Update http.py
* Add attribute item to timeline
* Add face icon
* Add support for other icons
* Cleanup
* Ensure attributes are only updated once
* don't show _ in attributes
* don't zoom if camera doesn't support it
* basic zooming
* make zooming configurable
* zooming docs
* optional zooming in camera status
* Use absolute instead of relative zooming
* increase edge threshold
* zoom considering object area
* bugfixes
* catch onvif zooming errors
* relative zooming option for dahua/amcrest cams
* docs
* docs
* don't make small movements
* remove old logger statement
* fix small movements
* use enum in config for zooming
* fix formatting
* empty move queue first
* clear tracked object before waiting for stop
* use velocity estimation for movements
* docs updates
* add tests
* typos
* recalc every 50 moves
* adjust zoom based on estimate box if calibrated
* tweaks for fast objects and large movements
* use real time for calibration and add info logging
* docs updates
* remove area scale
* Add example video to docs
* zooming font header size the same as the others
* log an error if a ptz doesn't report a MoveStatus
* debug logging for onvif service capabilities
* ensure camera supports ONVIF MoveStatus
* Add args to ignore audio and only process keyframes
* Add timelapse args to config
* Update docs
* Formatting
* Fix spacing
* Fix formatting
* add example of math for pts
* add note about network bandwidth permissions
* Update default net int
* Set default network interfaces to empty
* Don't read interfaces if none are set
* Formatting
* Add stderr output
* Reduce database queries to necessary labels
* Set columns for other queries
* skip creating model instances
---------
Co-authored-by: Blake Blackshear <blakeb@blakeshome.com>
* Run ffmpeg sub process & video_properties as async
* Run recording cleanup in the main process
* More cleanup
* Use inter process communication to write recordings into the DB
* Formatting
* Non-Jetson changes
Required for later commits:
- Allow base image to be overridden (and don't assume its WORKDIR)
- Ensure python3.9
- Map hwaccel decode presets as strings instead of lists
Not required:
- Fix existing documentation
- Simplify hwaccel scale logic
* Prepare for multi-arch tensorrt build
* Add tensorrt images for Jetson boards
* Add Jetson ffmpeg hwaccel
* Update docs
* Add CODEOWNERS
* CI
* Change default model from yolov7-tiny-416 to yolov7-320
In my experience the tiny models perform markedly worse without being
much faster
* fixup! Update docs
* Store camera labels in dict and other optimizations
* Add max on timeout so it is at least 60
* Ensure db timeout is at least 60
* Update list once a day to ensure new labels are cleaned up
* Formatting
* Insert recordings as bulk instead of individually.
* Fix
* Refactor event and timeline cleanup
* Remove unused
* Send mqtt message when audio is detected
* Fix value
* Add audio topics to mqtt docs and add mqtt headers
* Use existing standard for values
* Update mqtt.md
* Add auto configuration for height, width and fps in detect role
* Add auto-configuration for detect width, height, and fps for input roles with detect in the CameraConfig class in config.py
* Refactor code to retrieve video properties from input stream in CameraConfig class and add optional parameter to retrieve video duration in get_video_properties function
* format
* Set default detect dimensions to 1280x720 and update DetectConfig to use the defaults
* Revert "Set default detect dimensions to 1280x720 and update DetectConfig to use the defaults"
This reverts commit a1aed0414d.
* Add default detect dimensions if autoconfiguration failed and log a warning message
* fix warn message spelling on frigate/config.py
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* Ensure detect height and width are not None before using them in camera configuration
* docs: initial commit
* rename streamInfo to stream_info
Co-authored-by: Blake Blackshear <blakeb@blakeshome.com>
* Apply suggestions from code review
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* Update docs
* handle case then get_video_properties returns 0x0 dimension
* Set detect resolution based on stream properties if available, else apply default values
* Update FrigateConfig to set default values for stream_info if resolution detection fails
* Update camera detection dimensions based on stream information if available
---------
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
Co-authored-by: Blake Blackshear <blakeb@blakeshome.com>
* Add limit to event query for fetching latest event with specified label and camera name
* Refactor the label_thumbnail function in frigate/http.py to simplify the event_query logic and improve code readability
* Support setting sub label scores via API
* Update docs
* Update docs
* Formatting
* Throw error when score is outside expected bounds
* Fix / cleanup
* much improved motion estimation and tracking
* docs updates
* move ptz specific mp values to ptz_metrics dict
* only check if moving at frame time
* pass full dict instead of individual values
* only check camera status if autotracking enabled
* a more sensible sleep time
* Only check camera status if preparing for a move
* only update tracked obj position when ptz stopped
* both pantilt *and* zoom should be idle
* check more often after moving
* No need to move pan and tilt separately
* Basic functionality
* Threaded motion estimator
* Revert "Threaded motion estimator"
This reverts commit 3171801607.
* Don't detect motion when ptz is moving
* fix motion logic
* fix mypy error
* Add threaded queue for movement for slower ptzs
* Move queues per camera
* Move autotracker start to app.py
* iou value for tracked object
* mqtt callback
* tracked object should be initially motionless
* only draw thicker box if autotracking is enabled
* Init if enabled when initially disabled in config
* Fix init
* Thread names
* Always use motion estimator
* docs
* clarify fov support
* remove size ratio
* use mp event instead of value for ptz status
* update autotrack at half fps
* fix merge conflict
* fix event type for mypy
* clean up
* Clean up
* remove unused code
* merge conflict fix
* docs: update link to object_detectors page
* Update docs/docs/configuration/autotracking.md
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* clarify wording
* pass actual instances directly
* default return preset
* fix type
* Error message when onvif init fails
* disable autotracking if onvif init fails
* disable autotracking if onvif init fails
* ptz module
* verify required_zones in config
* update util after dev merge
---------
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* Update to latest tensorrt (8.6.1) release
* Build trt libyolo_layer.so in container
* Update tensorrt_models script to convert models from the frigate container
* Fix typo in model script
* Fix paths to yolo lib and models folder
* Add S6 scripts to test and convert specified TensortRT models at startup.
Rearrange tensorrt files into a docker support folder.
* Update TensorRT documentation to reflect the new model conversion process and minimum HW support.
* Fix model_cache path to live in config directory
* Move tensorrt s6 files to the correct directory
* Fix issues in model generation script
* Disable global timeout for s6 services
* Add version folder to tensorrt model_cache path
* Include TensorRT version 8.5.3
* Add numpy requirement prior to removal of np.bool
* This TRT version uses a mixture of cuda dependencies
* Redirect stdout from noisy model conversion
* Add functionality to update YAML config file with PUT request in HTTP endpoint
* Refactor copying of text to clipboard with Clipboard API and fallback to document.execCommand('copy') in CameraMap.jsx file
* Update YAML file from URL query parameters in frigate/http.py and add functionality to save motion masks, zones, and object masks in CameraMap.jsx
* formatting
* fix merging fuckup
* Refactor camera zone coordinate saving to use single query parameter per zone in CameraMap.jsx
* remove unnecessary print statements in util.py
* Refactor update_yaml_file function to separate the logic for updating YAML data into a new function update_yaml().
* fix merge errors
* Refactor code to improve error handling and add dependencies to useEffect hooks
* reduce contention on frame_queue
don't check if the queue is full, just attempt to add the frame
in a non-blocking manner, and then if it fails, skip it
* don't check if the frame queue is empty, just try and get from it
* Update frigate/video.py
Co-authored-by: Blake Blackshear <blakeb@blakeshome.com>
---------
Co-authored-by: Blake Blackshear <blakeb@blakeshome.com>
* Refactored queues to use faster_fifo instead of mp.Queue
* Refactored LimitedQueue to include a counter for the number of items in the queue and updated put and get methods to use the counter
* Refactor app.py and util.py to use a custom Queue implementation called LQueue instead of the existing Queue
* Refactor put and get methods in LimitedQueue to handle queue size and blocking behavior more efficiently
* code format
* remove code from other branch (merging fuckup)
* Check ffmpeg version instead of checking for presence of BTBN_PATH
* Query ffmpeg version in s6 run script instead of subprocessing in every import
* Define LIBAVFORMAT_VERSION_MAJOR in devcontainer too
* Formatting
* Default ffmpeg version to current btbn version so unit tests pass
* Reduce framerate before downscaling
It is cheaper to drop frames and downscale those that remain than it is
to downscale all frames and then drop some of them. This is achieved
with the filter chain `-cv fps=FPS,scale=W:H`, and perhaps was the
original intention. The plain `-r` and `-s` flags do not execute in
order though - they each put themselves at the *end* of the filterchain,
so `-r FPS -s WxH` actually applies the scale filter first, and then the
rate filter.
This fix can halve the CPU used by the detect ffmpeg process.
* Bring back hard rate limits
* Force birdseye cameras into standard aspect ratios
* Clarify comment
* Formatting
* Actually use the calculated aspect ratio when building the layout
* Fix Y aspect
* Force canvas into known aspect ratio as well
* Save canvas size and don't recalculate
* Cache coefficients that are used for different size layouts
* Further optimize calculations to not be done multiple times
* Add audio process PID to the list of processes and log the start of the audio process
* Update audio process PID key in processes dictionary to "audioDetector" instead of "audio".
* Scale layout up to max size after it has been calculated
* Limit portrait cameras to taking up 2 rows
* Fix bug
* Fix birdsye not removing cameras once objects are no longer visible
* Fix lint
* Initial audio classification model implementation
* fix mypy
* Keep audio labelmap local
* Cleanup
* Start adding config for audio
* Add the detector
* Add audio detection process keypoints
* Build out base config
* Load labelmap correctly
* Fix config bugs
* Start audio process
* Fix startup issues
* Try to cleanup restarting
* Add ffmpeg input args
* Get audio detection working
* Save event to db
* End events if not heard for 30 seconds
* Use not heard config
* Stop ffmpeg when shutting down
* Fixes
* End events correctly
* Use api instead of event queue to save audio events
* Get events working
* Close threads when stop event is sent
* remove unused
* Only start audio process if at least one camera is enabled
* Add const for float
* Cleanup labelmap
* Add audio icon in frontend
* Add ability to toggle audio with mqtt
* Set initial audio value
* Fix audio enabling
* Close logpipe
* Isort
* Formatting
* Fix web tests
* Fix web tests
* Handle cases where args are a string
* Remove log
* Cleanup process close
* Use correct field
* Simplify if statement
* Use var for localhost
* Add audio detectors docs
* Add restream docs to mention audio detection
* Add full config docs
* Fix links to other docs
---------
Co-authored-by: Jason Hunter <hunterjm@gmail.com>
* use a different method for blur and contrast to reduce CPU
* blur with radius instead
* use faster interpolation for motion
* improve contrast based on averages
* increase default threshold to 30
* ensure mask is applied after contrast improvement
* update opencv
* update benchmark script
* configurable ffmpeg timeout
* configurable ffmpeg healthcheck interval
rename timeout to healthcheck_interval
only grab config value once
* configurable ffmpeg retry interval
rename healthcheck_interval to retry_interval
* add retry_interval to docs
- update retry_interval text in config.py
* optimize frame-per-second calculations
FPS is never calculated over differing periods for even given
counter. By only storing timestamps within the period that is
used, we avoid having to iterate 1000 entries every time it's
re-calculated (multiple times per second). 1000 entries would
normally only be needed if something is running at 100fps. A
more common speed - anywhere from 5 to 30fps, only needs 50
to 300 entries.
This isn't a huge improvement in the grand scheme, but when motion
detection is disabled, it takes nearly as much time in a flamegraph
as actually transferring the video frame.
* fix python checks
* Load labels dynamically to include custom events and audio, do not include attribute labels
* Formatting
* Fix sorting
* Also filter tracked object list on camera page
* isort
* Don't fail before load
* pass attribute labels as attributes
* add label attrs to events and snapshots
* incorporate area of license_plate and face into snapshot selection
* populate sublabels for cars with logos
* Make camera recordings mover asynchronous
* Formatting
* Move to using cv2 instead of external ffmpeg process
* Use ffprobe if cv2 failed
* Formatting
* Fix bad access
* Formatting
* Update frigate/record/maintainer.py
Co-authored-by: Blake Blackshear <blakeb@blakeshome.com>
* Update name of caller
---------
Co-authored-by: Blake Blackshear <blakeb@blakeshome.com>
* Prefer horizontal layout to vertical
* Rewrite birdseye to use aspect ratios instead of resolutions as layout configurator
* Improve layout with slightly larger than 16:9 cameras
* Remove manual 2 camera layout
* Lint
* Remove log
* "Refactor storage stats calculation to use powers of 2 for more accurate values"
* replace 1000000 to 2^20
* Refactor storage unit size display to use binary prefixes
This commit updates the display of storage unit sizes in both the camera storage stats and the Storage component in the web UI to use binary prefixes (MiB and GiB) instead of decimal prefixes (MB and GB). This provides more accurate and consistent representation of storage sizes
* refactor existing motion detector
* implement and use cnt bgsub
* pass fps to motion detector
* create a simplified motion detector
* lightning detection
* update default motion config
* lint imports
* use estimated boxes for regions
* use improved motion detector
* update test
* use a different strategy for clustering motion and object boxes
* increase alpha during calibration
* simplify object consolidation
* add some reasonable constraints to the estimated box
* adjust cluster boundary to 10%
* refactor
* add disabled debug code
* fix variable scope
* Add option for network bandwidth and only calculate if enabled
* Don't show network bandwidth in system stats page if not enabled
* Formatting
* Hide other rows as well
* Add docs
* Add config options for AMD and Intel GPU stats
* Fix stats access
* Update docs
* Use correct bool syntax
Co-authored-by: Blake Blackshear <blakeb@blakeshome.com>
---------
Co-authored-by: Blake Blackshear <blakeb@blakeshome.com>
* Update pull_request.yml
* Add temporary table for deletion and use pagination to process recordings in chunks for deletion of recordings with missing files
* move RecordingsToDelete class to models.py
* recording cleanup: bugfixes
* Update cleanup.py
* improve log message in cleanup.py
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
---------
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* Objects need to be in zones multiple times to be considered present in the zone
* Add a field to configure inertia per zone
* Formatting
* Use correct default method
* Clarify zone presence behavior
Co-authored-by: Blake Blackshear <blakeb@blakeshome.com>
---------
Co-authored-by: Blake Blackshear <blakeb@blakeshome.com>
* Calculate possible layout
* Working in ideal conditions
* Fix issues with different heights
* Remove logs
* Optimally handle cameras that don't match the canvas aspect ratio
* Make sure to copy so list is not overwritten
* Remove unused import
* Remove try catch
* Optimize layout for low amount of cameras
* Try to scale frames up if not enough space is used
* Add function to get physical interfaces for bandwidth calculation in get_bandwidth_stats() function
* Add telemetry configuration option for enabled network interfaces, with default values for monitoring bandwidth stats for camera ffmpeg processes, go2rtc, and object detectors. Also add support for FrigateConfig in set_bandwidth_stats function to get bandwidth stats for specified network interfaces
* Enable auto vacuums
* Enable auto vacuum
* Fix separator
* Fix separator and remove incorrect log
* Limit to 1 row since that is all that is used
* Add index on camera + segment_size
* Formatting
* Increase timeout and cache_size
* Set DB mode to NORMAL synchronous level
* Formatting
* Vacuum every 2 weeks
* Remove fstring
* Use string
* Use consts
* Add ability to export frigate clips
* Add http endpoint
* Add dir to nginx
* Add webUI
* Formatting
* Cleanup unused
* Optimize timelapse
* Fix pts
* Use JSON body for params
* Use hwaccel to encode when available
* Print ffmpeg command when fail
* Print ffmpeg command when fail
* Add separate ffmpeg preset for timelapse
* Add docs outlining the export directory
* Add export docs
* Use ''
* Fix playlist max time
* Lower max playlist time
* Add api docs for export
* isort fixes
* Add isort and ruff linter
Both linters are pretty common among modern python code bases.
The isort tool provides stable sorting and grouping, as well as pruning
of unused imports.
Ruff is a modern linter, that is very fast due to being written in rust.
It can detect many common issues in a python codebase.
Removes the pylint dev requirement, since ruff replaces it.
* treewide: fix issues detected by ruff
* treewide: fix bare except clauses
* .devcontainer: Set up isort
* treewide: optimize imports
* treewide: apply black
* treewide: make regex patterns raw strings
This is necessary for escape sequences to be properly recognized.
* Move to events package
* Improve handling of external events
* Handle external events in the event queue
* Pass in event processor
* Check event json
* Fix json parsing and change defaults
* Fix snapshot saving
* Hide % score when not available
* Correct docs and add json example
* Save event png db
* Adjust image
* Formatting
* Add catch for failure ending event
* Add init to modules
* Fix naming
* Formatting
* Fix http creation
* fix test
* Change to PUT and include response in docs
* Add ability to set bounding box locations in snapshot
* Support multiple box annotations
* Cleanup docs example response
Co-authored-by: Blake Blackshear <blake@frigate.video>
* Cleanup docs wording
Co-authored-by: Blake Blackshear <blake@frigate.video>
* Store full frame for thumbnail
* Formatting
* Set thumbnail height to 175
* Formatting
---------
Co-authored-by: Blake Blackshear <blake@frigate.video>
* Add network bandwidth usage to System table display in System.jsx and update get_bandwidth_stats function in util.py to include go2rtc processes
* black...
* Add network bandwidth usage to system table in web UI and improve regex in get_bandwidth_stats function to include frigate detector processes
* black...
* Update bandwidth calculation to include both incoming and outgoing traffic
* black:(
* Add Deepstack detector plugin with configurable API URL, timeout, and API key
* Update DeepStack plugin to recognize 'truck' as 'car' for label indexing
* Add debug logging to DeepStack plugin for better monitoring and troubleshooting
* Refactor DeepStack label loading from file to use merged labelmap
* Black format
* add documentation draft
* fix link to codeproject website
* Apply suggestions from code review
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
---------
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* nvml
* black...black...black...
* small fix for avoid errors on strange GPUs and old drivers
* fix type errors
* fix type errors
* fix unittest process crash
where the tests for tests?..
* it's impossible to mock low-level library
* fix double % for other GPU types
* remove space before gpu statistic values
* test refactor process stats
* Update util.py
* bugfix
* black formatting
* add missing processes field to StatsTrackingTypes class
* fix python checks and tests...
* use psutil for calcilate cpu utilization on get_cpu_stats
* black...black...black...
* add cpu average
* calculate statiscts for logger process
* add P-ID for other processes in System.jsx
* Apply suggestions from code review
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* make page beautiful again :)
---------
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* avoid executing external tools by using Python's built-in os module to interact with the filesystem directly
* Refactor recording cleanup script to use os module instead of subprocess
* black format util.py
* Ooooops
* Refactor get_cpu_stats() to properly identify recording process
* Organize event table to be more generalized
* Add appropriate fields to data
* Move tracked object logic to own function
* Add source type to event queue
* rename enum
* Fix types that are used in webUI
* remove redundant
* Formatting
* fix typing
* Rename enum
* Add option to sort cameras inside Birdseye
* Make default order to be sorted alphabetically
* Add docs for sorting cameras
* Update index.md for cameras
* Remove irelevant comments
* Move recordings management to own process and ensure db multiprocess access
* remove reference to old threads
* Cleanup directory remover
* Mypy fixes
* Fix mypy
* Add support back for setting record via MQTT and WS
* Formatting
* Fix rebase issue
* Add support for ptz commands via websocket
* Fix startup issues
* Fix bugs
* Set config manually
* Add more commands
* Add presets
* Add zooming
* Fixes
* Set name
* Cleanup
* Add ability to set presets from UI
* Add ability to set preset from UI
* Cleanup for errors
* Ui tweaks
* Add visual design for pan / tilt
* Add pan/tilt support
* Support zooming
* Try to set wsdl
* Fix duplicate logs
* Catch auth errors
* Don't init onvif for disabled cameras
* Fix layout sizing
* Don't comment out
* Fix formatting
* Add ability to control camera with keyboard shortcuts
* Disallow user selection
* Fix mobile pressing
* Remove logs
* Substitute onvif password
* Add ptz controls ot birdseye
* Put wsdl back
* Add padding
* Formatting
* Catch onvif error
* Optimize layout for mobile and web
* Place ptz controls next to birdseye view in large layout
* Fix pt support
* Center text titles
* Update tests
* Update docs
* Write camera docs for PTZ
* Add MQTT docs for PTZ
* Add ptz info docs for http
* Fix test
* Make half width when full screen
* Fix preset panel logic
* Fix parsing
* Update mqtt.md
* Catch preset error
* Add onvif example to docs
* Remove template example from main camera docs
* Migrate db path to /config
* Ensure oneshot runs
* Put logic inside of Frigate's run
* Use new db default path in code
* Fix missing config dir
* Upgrade yq to 4.33.3
* Create timeline table
* Fix indexes
* Add other fields
* Adjust schema to be less descriptive
* Handle timeline queue from tracked object data
* Setup timeline queue in events
* Add source id for index
* Add other fields
* Fixes
* Formatting
* Store better data
* Add api with filtering
* Setup basic UI for timeline in events
* Cleanups
* Add recordings snapshot url
* Start working on timeline ui
* Add tooltip with info
* Improve icons
* Fix start time with clip
* Move player logic back to clips
* Make box in timeline relative coordinates
* Make region relative
* Get box overlay working
* Remove overlay when playing again
* Add disclaimer when selecting overlay points
* Add docs for new apis
* Fix mobile
* Fix docs
* Change color of bottom center box
* Fix vscode formatting
It is an alias for the python float type, and got deprecated in 1.20 and
was removed in 1.24. The rest of the project already uses float32
(single), so I believe this is also correct here, as opposed to float64
(double).
It supports the same entrypoints, given that tflite is a small cut-out
of the big tensorflow picture.
This patch was created for downstream usage in nixpkgs, where we don't
have the tflite python package, but do have the full tensorflow package.
* Add docs for time / date styling
* Convert 12hour time format option to enum
* Change option in web
* Add docs with examples
* Fix errors in docs
* Fix mismatched names
* Initial commit that adds YOLOv5 and YOLOv8 support for OpenVINO detector
* Fixed double inference bug with YOLOv5 and YOLOv8
* Modified documentation to mention YOLOv5 and YOLOv8
* Changes to pass lint checks
* Change minimum threshold to improve model performance
* Fix link
* Clean up YOLO post-processing
---------
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* Add ability to GPU device to be automatically detected when multiple exist
* Add logging info
* Fix access
* Fix
* Formatting
* Fix path of device
* Use log error instead of raise
* Remove log which could apply to other caess
* Set default value
* rework logic and support auto gpu selection for encoding gpu as well
* dont wait so long for queues
* implement stop methods for comms
* set the detection events on exit and return early from processing
* handle the stop event in the broadcast threads
* short circuit the detection process exit code if it already exited
* some logging for stats thread
* just keep the log process alive 1 second after the last log message
* ensure the multiprocessing queues are emptied and closed
* Update frigate/log.py
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* Update frigate/log.py
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* mypy fixes
---------
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* Initial commit to enable Yolox models with OpenVINO in Frigate
* Fix ModelEnumtType import error in openvino.py
* Initial edit of the docs to include verbage about yolox
* Initial edit of the docs to include verbage about yolox
* Elaborate configuration and limitations in docs.
* Add capability to dynamically determine number of classes in yolox model
* Further refinements
* Removed unnecesarry comments, improved documentation, addressed PR items
* Fixed lint formatting issues
* Restart ffmpeg if process exceeds detect fps by 10
* Update frigate/video.py
Co-authored-by: Felipe Santos <felipecassiors@gmail.com>
* spelling
---------
Co-authored-by: Felipe Santos <felipecassiors@gmail.com>
* Refator s6 scripts to the new format
* Remove unneeded workaround
* Migrate logging to new s6 format
* Remove more unnecessary s6 variables
* Fix prepare-log and when go2rtc is not present in config
* Restart the whole container if either Frigate or go2rtc fails
* D
* Fix service name in finish
* Fix nginx finish comment
* Restart improvements
* Fix devcontainer
* Fix format
* Update Dockerfile
Co-authored-by: Felipe Santos <felipecassiors@gmail.com>
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* Add config fields
* Clean up camera default values
* Set recordings timezone with config if available
* Adjust for timezone config
* Cleanup setting of the timezone
* Don't fail on MSE check iPad
* Fix MSE check for birdseye
* Add docs
* Fix test
* Add in_progress parameter to /api/events to filter the results.
* Change in_progress to default to no filtering, 0 means no in progress, 1 means only in progress.
* Fix code format with black.
* Clear blank line.
* Add missing labels to default labelmap. Fill any holes with "unknown". Remove unique labelmap for tensorrt.
* Replace "truck" with "car" on Openvino labelmap
* check stream specific hwaccel_args for gpu stats
* fix indentation
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* check special chars for linter
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* Add video codec to restream config
* Add handling of encode engine and video codec
* Add test for video encoding
* Set in main configuration docs as well
* Add example to restream docs
* Put back patch
* [API] filter for favorite events
* Added /api/events filter for favorite (retain_indefinitely) events
* New Star button to filter for favorite events on the Events page
* fix python formatting
* keep Events favorite button to right side
* Try using RTSP for restream
* Add ability to get snapshot of birdseye when birdseye restream is enabled
* Write to pipe instead of encoding mpeg1
* Write to cache instead
* Use const for location
* Formatting
* Add hardware encoding for birdseye based on ffmpeg preset
* Provide framerate
* Adjust args
* Fix order
* Delete pipe file if it exists
* Cleanup spacing
* Fix spacing
* Initial WIP dockerfile and scripts to add tensorrt support
* Add tensorRT detector
* WIP attempt to install TensorRT 8.5
* Updates to detector for cuda python library
* TensorRT Cuda library rework WIP
Does not run
* Fixes from rebase to detector factory
* Fix parsing output memory pointer
* Handle TensorRT logs with the python logger
* Use non-async interface and convert input data to float32. Detection runs without error.
* Make TensorRT a separate build from the base Frigate image.
* Add script and documentation for generating TRT Models
* Add support for TensorRT devcontainer
* Add labelmap to trt model script and docs. Cleanup of old scripts.
* Update detect to normalize input tensor using model input type
* Add config for selecting GPU. Fix Async inference. Update documentation.
* Update some CUDA libraries to clean up version warning
* Add CI stage to build TensorRT tag
* Add note in docs for image tag and model support
* Write files in UTC and update folder structure to not conflict
* Add timezone arg for events summary
* Fixes for timezone in calls
* Use timezone for recording and recordings summary endpoints
* Fix sqlite parsing
* Fix sqlite parsing
* Fix recordings summary with timezone
* Fix
* Formatting
* Add pytz
* Fix default timezone
* Add note about times being displayed in localtime
* Improve timezone wording and show actual timezone
* Add alternate endpoint to cover existing usecase to avoid breaking change
* Formatting
* Catch when recording segments are not being written to cache and restart ffmpeg responsible for record
* Ensure this check is only run for role with record
* Fix formatting
* Redo recordings validator to watch segments time and restart if no segment for 30 seconds
* Formatting
* Increase wait time to 120 seconds and improve error message
* Add more config checks for record args and add test
* Formatting
* Specify output args.
* Log all services to RAM
* Gracefully handle shutdown
* Add logs route
* Remove tail
* Return logs for services
* Display log chooser with copy button
* show logs for specific services
* Clean up settings logs
* Add copy functionality to logs
* Add copy functionality to logs
* Fix merge
* Set archive count to 0
Co-authored-by: Felipe Santos <felipecassiors@gmail.com>
* Add raw config endpoint
* Add config editor
* Add code editor
* Add error
* Add ability to copy config
* Only show the save button when code has been edited
* Update errors
* Remove debug config from system page
* Break out config saving steps to pinpoint where error occurred.
* Show correct config errors
* Switch to monaco editor
* Adjust UI colors and behavior
* Get yaml validation working
* Set success color
* Initial work for adding OpenVino detector. Not functional
* Load model and submit for inference.
Sucessfully load model and initialize OpenVino engine with either CPU or GPU as device.
Does not parse results for objects.
* Detection working with ssdlite_mobilenetv2 FP16 model
* Add OpenVIno support and model to docker image
* Add documentation for OpenVino detector configuration
* Adds support for ARM32/ARM64 and the Myriad X hardware
- Use custom-built openvino wheel for all platforms
- Add libusb build without udev for NCS2 support
* Add documentation around Intel CPU requirements and NCS2 setup
* Print all available output tensors
* Update documentation for config parameters
* Get storage output stats for each camera
* Add storage route
* Add storage route
* Add storage page
* Cleanup
* Add stats and show more storage
* Add tests for mb abbrev util fun
* Rewrite storage logic to use storage maintainer and segment sizes
* Include storage maintainer for http
* Use correct format
* Remove utils
* Fix tests
* Remove total from equation
* Multiply by 100 to get percent
* Add basic storage info
* Fix storage stats
* Fix endpoint and ui
* Fix formatting
* Add hwaccel presets
* Use hwaccel presets
* Add input arg presets
* Use input arg presets
* Make util to clean up redundant code
* Add support for output arg presets
* Add tests
* Update camera specific to use presets
* Update hwaccel to use presets
* Format files and fix tests
* Rewrite tests to test record correctly
* Move presets from string to list to avoid manually separating into a list
* Add mjpeg cuvid decoder preset
* Fix tests
* Fix comment
* Move to images specific folder
* Send error image when camera stream is not available
* Immediately set camera_fps to 0 if camera crashes
* Cache error image so it is not read from file system on each run
* Move camera fps set
* Add ffprobe endpoint
* Get ffprobe for multiple inputs
* Copy ffprobe in output
* Fix bad if statement
* Return full output of ffprobe process
* Return full output of ffprobe process
* Make ffprobe button show dialog with output and option to copy
* Add driver names to consts
* Add driver env var name
* Setup general tracking for GPU stats
* Catch RPi args as well
* Add util to get radeontop results
* Add real amd GPU stats
* Fix missed arg
* pass config
* Use only the values
* Fix vram
* Add nvidia gpu stats
* Use nvidia stats
* Add chart for gpu stats
* Format AMD with space between percent
* Get correct nvidia %
* Start to add support for intel GPU stats
* Block out RPi as util is not currently available
* Formatting
* Fix mypy
* Strip for float conversion
* Strip for float conversion
* Fix percent formatting
* Remove name from gpu map
* Add tests and fix AMD formatting
* Add nvidia gpu stats test
* Formatting
* Add intel_gpu_top for testing
* Formatting
* Handle case where hwaccel is not setup
* Formatting
* Check to remove none
* Don't use set
* Cleanup and fix types
* Handle case where args is list
* Fix mypy
* Cast to str
* Fix type checking
* Return none instead of empty
* Fix organization
* Make keys consistent
* Make gpu match style
* Get support for vainfo
* Add vainfo endpoint
* Set vainfo output in error correctly
* Remove duplicate function
* Fix errors
* Do cpu & gpu work asynchonously
* Fix async
* Fix event loop
* Fix crash
* Fix naming
* Send empty data for gpu if error occurs
* Show error if gpu stats could not be retrieved
* Fix mypy
* Fix test
* Don't use json for vainfo
* Fix cross references
* Strip unicode still
* await vainfo response
* Add gpu deps
* Formatting
* remove comments
* Use empty string
* Add vainfo back in
* Add option for mqtt config
* Setup communication layer
* Have a dispatcher which is responsible for handling and sending messages
* Move mqtt to communication
* Separate ws communications module
* Make ws client conform to communicator
* Cleanup imports
* Migrate to new dispatcher
* Clean up
* Need to set topic prefix
* Remove references to mqtt in dispatcher
* Don't start mqtt until dispatcher is subscribed
* Cleanup
* Shorten package
* Formatting
* Remove unused
* Cleanup
* Rename mqtt to ws on web
* Fix ws mypy
* Fix mypy
* Reformat
* Cleanup if/else chain
* Catch bad set commands
* Refactor mqtt client
* Protect callback method
* Use async to handle reconnects
* Set types and clenup
* Don't set connected until rc code is checked
* Typing: events.py
* Remove unused variable
* Fix return Any from return statement
Not all elements from the event dict are sure to be something that can be evaluated
See e.g.: https://github.com/python/mypy/issues/5697
* Sort out Event disambiguity
There was a name collision of multiprocessing Event type and frigate events
Co-authored-by: Sebastian Englbrecht <sebastian.englbrecht@kabelmail.de>
* Start restream before detection
* Add docs explaining how to reduce connections to the camera
* Fix typos for consistency
* Add link to other part of doc for readability
* Update go2rtc to rc3
* Simplify ffmpeg / audio conversions
* Set ffmpeg bin location
* Manually set video as copied
* Run go2rtc with env vars
* Remove manual ffmpeg declaration
* Enable force_audio by default
* Fix test
* Move each camera to a separate card and show per process info
* Install top
* Add support for cpu usage stats
* Use cpu usage stats in debug
* Increase number of runs to ensure good results
* Add ffprobe endpoint
* Get ffprobe for multiple inputs
* Copy ffprobe in output
* Add fps to camera metrics
* Fix lint errors
* Update stats config
* Add ffmpeg pid
* Use grid display so more cameras can take less vertical space
* Fix hanging characters
* Only show the current detector
* Fix bad if statement
* Return full output of ffprobe process
* Return full output of ffprobe process
* Don't specify rtsp_transport
* Make ffprobe button show dialog with output and option to copy
* Adjust ffprobe api to take paths directly
* Add docs for ffprobe api
* Move existing checks to own functions
* Add config check for zone objects that are not tracked
* Add tests for config error
* Formatting
* Catch case where field is defined multiple times and add test
* Add warning for rtmp
* Refactor EdgeTPU and CPU model handling to detector submodules.
* Fix selecting the correct detection device type from the config
* Remove detector type check when creating ObjectDetectProcess
* Fixes after rebasing to 0.11
* Add init file to detector folder
* Rename to detect_api
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* Add unit test for LocalObjectDetector class
* Add configuration for model inputs
Support transforming detection regions to RGB or BGR.
Support specifying the input tensor shape. The tensor shape has a standard format ["BHWC"] when handed to the detector, but can be transformed in the detector to match the model shape using the model input_tensor config.
* Add documentation for new model config parameters
* Add input tensor transpose to LocalObjectDetector
* Change the model input tensor config to use an enumeration
* Updates for model config documentation
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* Consts for regex
* Add regex for camera username and password
* Redact user:pass from ffmpeg logs
* Redact ffmpeg commands
* Move common function to util
* Add tests
* Formatting
* Remove unused imports
* Fix test
* Add port to test
* Support special characters in passwords
* Add tests for special character handling
* Remove docs about not supporting special characters
* add option enabled for each camera in config
* Simplified If-block and removed wrong Optional
* Update Docs enabling/disabling camera in config
* correct format for option
* Disabling Camera for processes, no config changes
* Describe effects of disabled cam in documentation
* change if-logic, obsolete copy, info disabled cam
* changed color to white, added top padding in disabled camera info
* changed indentation
* Pull go2rtc dependency
* Add go2rtc to local services and add to s6
* Add relay controller for go2rtc
* Add restream role
* Add restream role
* Add restream to nginx
* Add camera live source config
* Disable RTMP by default and use restream
* Use go2rtc for camera config
* Fix go2rtc move
* Start restream on frigate start
* Send restream to camera level
* Fix restream
* Make sure jsmpeg works as expected
* Make view rspect live size config
* Tweak player options to fit live view
* Adjust VideoPlayer to accept live option which disables irrelevant controls
* Add multiple options from restream live view
* Add base for webrtc option
* Setup specific restream modules
* Make mp4 the default streaming for now
* Expose 8554 for rtsp relay from go2rtc
* Formatting
* Update docs to suggest new restream method.
* Update docs to reflect restream role
* Update docs to reflect restream role
* Add webrtc player
* Improvements to webRTC
* Support webrtc
* Cleanup
* Adjust rtmp test and add restream test
* Fix tests
* Add restream tests
* Add live view docs and show different options
* Small docs tweak
* Support all stream types
* Update to beta 9 of go2rtc
* Formatting
* Make jsmpeg the default
* Support wss if made from https
* Support wss if made from https
* Use onEffect
* Set url outside onEffect
* Fix passed deps
* Update docs about required host mode
* Try memo instead
* Close websocket on changing camera
* Formatting
* Close pc connection
* Set video source to null on cleanup
* Use full path since go2rtc can't see PATH var
* Adjust audio codec to enable browser audio by default
* Cleanup stream creation
* Add restream tests
* Format tests
* Mock requests
* Adjust paths
* Move stream configs to restream
* Remove live source
* Remove live config
* Use live persistence for which view to use on each camera
* Fix live sizes
* Only use jsmpeg sizes for jsmpeg live
* Set max live size
* Remove access of live config
* Add selector for live view source in web view
* Remove RTMP from default list of roles
* Update docs
* Fix tests
* Fix docs for live view modes
* make default undefined to avoid race condition
* Wait until camera source is loaded to avoid race condition
* Fix tests
* Add config to go2rtc
* Work with config
* Set full path for config
* Set to use stun
* Check for mounted file
* Look for frigate-go2rtc
* Update docs to reflect webRTC configuration.
* Add link to go2rtc config
* Update docs to be more clear
* Update docs to be more clear
* Update format
Co-authored-by: Felipe Santos <felipecassiors@gmail.com>
* Update live docs
* Improve bash startup script
* Add option to force audio compatibility
* Formatting
* Fix mapping
* Fix broken link
* Update go2rtc version
* Get go2rtc webui working
* Add support for mse
* Remove mp4 option
* Undo changes to video player
* Update docs for new live view options
* Make separate path for mse
* Remove unused
* Remove mp4 path
* Try to get go2rtc proxy working
* Try to get go2rtc proxy working
* Remove unused callback
* Allow websocket on restrea dashboard
* Make mse default stream option
* Fix mse sizing
* don't assume roles is defined
* Remove nginx mapping to go2rtc ui
Co-authored-by: Felipe Santos <felipecassiors@gmail.com>
Co-authored-by: Blake Blackshear <blakeb@blakeshome.com>
* Add field and migration for segment size
* Store the segment size in db
* Add comment
* Add default
* Fix size parsing
* Include segment size in recordings endpoint
* Start adding storage maintainer
* Add storage maintainer and calculate average sizes
* Update comment
* Store segment and hour avg sizes per camera
* Formatting
* Keep track of total segment and hour averages
* Remove unused files
* Cleanup 2 hours of recordings at a time
* Formatting
* Fix bug
* Round segment size
* Cleanup some comments
* Handle case where segments are not deleted on initial run or is only retained segments
* Improve cleanup log
* Formatting
* Fix typo and improve logging
* Catch case where no recordings exist for camera
* Specifically define sort
* Handle edge case for cameras that only record part time
* Increase definition of part time recorder
* Remove warning about not supported storage based retention
* Add note about storage based retention to recording docs
* Add tests for storage maintenance calculation and cleanup
* Format tests
* Don't run for a camera with no recording segments
* Get size of file from cache
* Rework camera stats to be more efficient
* Remove total and other inefficencies
* Rewrite storage cleanup logic to be much more efficient
* Fix existing tests
* Fix bugs from tests
* Add another test
* Improve logging
* Formatting
* Set back correct loop time
* Update name
* Update comment
* Only include segments that have a nonzero size
* Catch case where camera has 0 nonzero segment durations
* Add test to cover zero bandwidth migration case
* Fix test
* Incorrect boolean logic
* Formatting
* Explicity re-define iterator
* Set sub label on object data if event is in progress
* Include sub_label in dict
* Don't need to set and passively get
* Formatting
* Don't expect event to be valid
* Update docs to reflect that sub label is included
* -1 so ensure indexes are correct
* Catch case of zero division
* Due to the -1, it may be negative
* Ignore source of error
The error is occurring due to a detections bounding box starting beyond the frame, this should be immediately ignored
* Formatting
* Check horizontal placement as well
* Remove original frame clamping
* Fix VOD issues with longer keyframe intervals
* Move probe function to util
Update comment
* Use recording duration for keyFrameDurations
* Remove unused early return
* Avoid clipping first clip
* Add log message when discarding recording segments in cache
Currently Frigate silently discards recording segments in cache if there's more than "keep_count" for a camera, which can happen on high load/busy/slow systems.
This results in recording segments being lost with no apparent cause in the logs (even when set to debug).
This PR adds a warning log entry when discarding segments, in the same way as discarding corrupted segments
* Add explanatory warning and properly format cache_path warning
* lint fixes
Co-authored-by: Blake Blackshear <blakeb@blakeshome.com>
* Set up for http tests
* Setup basics for testing and first test
* Add testing consts
* Cleanup db creation
* Add one more check to test
* Get event that does not exist
* Get events working with cleaner db
* Test retain / un-retain
* Test setting and deleting sub label
* Test getting list of sub labels
* Fix bug caught in tests
* Test deleting event
* Test geting list of events
* Expand test
* Test more event filters
* Write version module so tests don't fail on version import
* Test config
* Test recordings endpoint
* Formatting
* Remove unused imports
* Test stats
* Add cleanup files in const
* Add name to match other checks
* Use default names so filters are more clear
* Add endpoint to get list of sub labels inside DB
* Fix crash on no internet
* Cleanups for sub_label http
* Add sub label selector to events UI
* Add event filtering for sub label
* Formatting files
* Reduce size of filters to fit on one line
* Add handler for tests
* Remove unused imports
* Only show the sub labels filter when there are sub labels in the DB
* Fix tests
* Use distinct instead of group_by
* Formatting
* Cleanup event logic
* Send mqtt message when motion is detected
* Use object processing instead of passing mqtt client around
* Cleanup
* Formatting
* add comment
* Make off delay configurable.
* Handle updating each camera based on config off delay
* Formatting
* Update docker-compose.yml
* Fix processing issue
* Update mqtt docs
* Update main config docs
* Make sure multiple True values aren't published for the same motion
* Make sure multiple True values aren't published for the same motion
* Update payload to fit existing HA standard values
* Update docs to fit new values
* Update docs
* Update motion topic
* Use datetime.datetime and remove unused imports
* Cast to int
* Clarify motion detector behavior in docs
* Fix typo
Co-authored-by: Blake Blackshear <blakeb@blakeshome.com>
* Starting working on adding motion toggle
* Add all info to mqtt command
* Send motion to correct funs
* Update mqtt docs
* Fixes for contingencies
* format
* mypy
* Tweak behavior
* Fix motion breaking frames
* Fix bad logic in detect set
* Always set value for motion boxes
* __main__.py
* app.py
* models.py
* plus.py
* stats.py
In addition a new module was introduced: types
There all TypedDicts are included. Bitte geben Sie eine Commit-Beschreibung für Ihre Änderungen ein. Zeilen,
* Toggle improve_contrast for cameras via MQTT
* Process parameter to mqtt toggle improve_contrast
* Update mqtt docs for improve_contrast topic
* Spacing
* Add class variable and update in process_frames
* Pass to constructor
* pass by reference mistake
* remove parameter
* remove parameter
* Add options for reordering and hiding cameras selectively
* Add newline at end of camera file
* Make each camera for birdseye togglable as well
* Update names to be less ambiguous
* Update defaults
* Include sidebar change
* Remove birdseye toggle (will be added in separate PR)
* Remove birdseye toggle (will be added in separate PR)
* Remove birdseye toggle (will be added in separate PR)
* Update sidebar to only sort cameras once
* Simplify sorting logic
* Add camera level processing for birdseye
* Add camera level birdseye configruation
* Propogate birdseye from global
* Update docs to show that birdseye is overridable
* Fix incorrect default factory
* Update note to indicate values that can be overridden
* Cleanup config accessing
* Add tests for birdseye config behavior
* Fix mistake on test format
* Update tests
* Add object ratio config parameters
Issue: #2948
* Add config test for object filter ratios
Issue: #2948
* Address review comments
- Accept `ratio` default
- Rename `bounds` to `box` for consistency
- Add migration for new field
Issue: #2948
* Fix logical errors
- field migrations require default values
- `clipped` referenced the wrong index for region, since it shifted
- missed an inclusion of `ratio` for detections in `process_frames`
- revert naming `o[2]` as `box` since it is out of scope!
This has now been test-run against a video, so I believe the kinks are
worked out.
Issue: #2948
* Update contributing notes for `make`
Issue: #2948
* Fix migration
- Ensure that defaults match between Event and migration script
- Deconflict migration script number (from rebase)
Issue: #2948
* Filter objects out of ratio bounds
Issue: #2948
* Update migration file to 009
Issue: #2948
* Add sub label to model and set / delete funs
* Add migrations for sub label
* Tweaks to API and model
* Show sublabel if available
* Cleanups
* Update docs
* Show person in UI title
* Fix typo and don't fail on no json
* Transfer sub labels for in progress events
* Remove sublabel reset
* Remove person only check
* Make default null
* Update docs and formatting
* Make default null
* Make nullable in migration
* Undo null
* Update model to accept null
* Update migration to accept null
* Don't set to default values
* Remove redundant defaults and update http logic
* Only need a single route
* Enforce 20 character limit in http
* Update docs to mention 20 character limit
* Cleanup
* Separate insert and update to make sure updated values are retained when event ends
* Use insert instead of replace
* Remove redundant if and have should_update_db include clip or snapshot requirement.
* Added object thumbnail def and made camera tracked objects use it.
* Add object snapshot def
* Remove documentation for best.jpg
* Update docs for label thumbnail and snapshot defs
