Commit Graph

1889 Commits

Author SHA1 Message Date
Josh Hawkins
8d2f461350
Embeddings tweaks (#16864)
* make semantic search optional

* config

* frontend metrics

* docs

* tweak

* fixes

* also check genai cameras for embeddings context
2025-02-28 11:43:08 -07:00
toperichvania
2b7b5e3f08
Fix incorrect storage usage per camera (#16825) (#16851) 2025-02-27 08:28:53 -07:00
Josh Hawkins
d0e9bcbfdc
Add ability to use Jina CLIP V2 for semantic search (#16826)
* add wheels

* move extra index url to bottom

* config model option

* add postprocess

* fix config

* jina v2 embedding class

* use jina v2 in embeddings

* fix ov inference

* frontend

* update reference config

* revert device

* fix truncation

* return np tensors

* use correct embeddings from inference

* manual preprocess

* clean up

* docs

* lower batch size for v2 only

* docs clarity

* wording
2025-02-26 07:58:25 -07:00
Josh Hawkins
447f26e1b9
Fix lpr metrics and add yolov9 plate detection metric (#16827) 2025-02-26 07:29:34 -07:00
Jason Hunter
0de928703f
Initial implementation of D-FINE model via ONNX (#16772)
* initial implementation of D-FINE model

* revert docker-compose

* add docs for D-FINE

* remove weird auto-format issue
2025-02-24 08:56:01 -07:00
Josh Hawkins
1d8f1bd7ae
Ensure sub label is null when submitting an empty string (#16779)
* null sub_label when submitting an empty string

* prevent cancel from submitting form

* fix test
2025-02-24 07:02:36 -07:00
Josh Hawkins
22cbf74dc8
Fix frigate log deduplication (#16759) 2025-02-23 06:25:50 -07:00
Nicolas Mowen
844ee089d8
Fix preview fetch (#16741) 2025-02-22 09:04:09 -06:00
Josh Hawkins
b3c1b21f80
Don't require model_runner for realtime processors (#16728) 2025-02-21 13:26:03 -07:00
Josh Hawkins
60b34bcfca
Refactor processors and add LPR postprocessing (#16722)
* recordings data pub/sub

* function to process recording stream frames

* model runner

* lpr model runner

* refactor to mixin class and use model runner

* separate out realtime and post processors

* move model and mixin folders

* basic postprocessor

* clean up

* docs

* postprocessing logic

* clean up

* return none if recordings are disabled

* run postprocessor handle_requests too

* tweak expansion

* add put endpoint

* postprocessor tweaks with endpoint
2025-02-21 06:51:37 -07:00
Felipe Santos
e773d63c16
Improve ffmpeg versions handling (#16712)
* Improve ffmpeg versions handling

* Remove fallback from LIBAVFORMAT_VERSION_MAJOR, it should always be set

* Mention ffprobe in custom ffmpeg docs

* Fix ffmpeg extraction

* Fix go2rtc example formatting

* Add fallback back to LIBAVFORMAT_VERSION_MAJOR

* Fix linter
2025-02-20 18:07:41 -07:00
Nicolas Mowen
391ac70e60
Fix nullable thumbnail (#16706) 2025-02-20 12:19:16 -06:00
Nicolas Mowen
c736b1dae5
Refactor ONNX embedding class to use a base class and type-specific classes (#16703)
* 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
2025-02-20 10:17:07 -06:00
Nicolas Mowen
c7db0f479d
Only match on exact config name in some cases (#16704)
* Only match on exact config name in some cases

* Cleanup
2025-02-20 10:04:06 -06:00
Josh Hawkins
0083d09a8b
Bugfix: ensure all object labels are added to zones (#16686) 2025-02-19 06:25:39 -07:00
Nicolas Mowen
81b873dead
Quick fixes (#16668)
* Write thumbnails to disk on shutdown

* Update text on face library page
2025-02-18 10:13:28 -06:00
Josh Hawkins
b6db97d313
Add metadata title field to exports (#16664) 2025-02-18 08:48:03 -06:00
Nicolas Mowen
f49a8009ec
Remove thumb from database field (#16647)
* 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
2025-02-18 07:46:29 -07:00
Josh Hawkins
b961235187
Tracking fixes (#16645)
* use config enabled check for ptz cam tracker

* ensure we have an object match before accessing score history

* add comment for clarity
2025-02-17 14:49:24 -07:00
Josh Hawkins
124d92daa9
Improve Object Lifecycle pane (#16635)
* add path point tracking to backend

* types

* draw paths on lifecycle pane

* make points clickable

* don't display a path if we don't have any saved path points

* only object lifecycle points should have a click handler

* change to debug log

* better debug log message
2025-02-17 09:37:17 -07:00
Josh Hawkins
3f07d2d37c
Improve notifications (#16632)
* add notification cooldown

* cooldown docs

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

* add ability to suspend notifications from dashboard context menu
2025-02-17 07:19:03 -07:00
Mitch Ross
2020cdffd5
Fix prometheus client exporter (#16620)
* wip

* wip

* put it back

* formatter

* Delete hailort.log

* Delete hailort.log

* lint

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2025-02-17 06:17:15 -07:00
Josh Hawkins
5264a18dfa
Small fixes and docs tweaks (#16595)
* don't clear url params if we're creating a new object mask

* use correct threshold var in debug log

* docs tweak for mjpeg cameras
2025-02-15 06:56:45 -07:00
Josh Hawkins
6bb1a5dfd2
fix renaming exports with a slash (#16588) 2025-02-14 19:18:14 -07:00
Josh Hawkins
7b3556e4ad
ensure we copy current frame to prevent a segfault crash (#16591) 2025-02-14 18:53:07 -06:00
Josh Hawkins
9a07505075
More LPR improvements (#16587)
* define a format option and adjust thresholds

* config updates

* docs

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

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

* new lpr config fields

* levenshtein distance package

* tweaks

* docs
2025-02-13 16:08:56 -07:00
Nicolas Mowen
73fee6372b
Remove obsolete event clip logic (#16504)
* Remove obsolete event clip logic

* Formatting
2025-02-11 15:16:10 -06:00
Josh Hawkins
2458f667c4
Refactor lpr into real time data processor (#16497) 2025-02-11 13:45:13 -07:00
Nicolas Mowen
0f0b2687af
Add support for YoloV9 to OpenVINO (#16495)
* Add support for yolov9 to OpenVINO

* Cleanup detector docs

* Fix link
2025-02-11 11:23:19 -07:00
Josh Hawkins
4ef6214029
Tracking improvements (#16484)
* 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
2025-02-11 09:37:58 -06:00
Josh Hawkins
82f8694464
Toggle review alerts and detections (#16482)
* backend

* frontend

* docs

* fix topic name and initial websocket state

* update reference config

* fix mqtt docs

* fix initial topics

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

* fix ws merge

* tweaks
2025-02-11 07:46:25 -07:00
Josh Hawkins
7e48b3514c
remove extraneous print from recordings summary code (#16468) 2025-02-11 05:19:54 -07:00
Josh Hawkins
f0270c6e34
fix non-awaited onvif calls (#16469) 2025-02-11 05:19:20 -07:00
Nicolas Mowen
ac3dfbc30d
Set stop event first (#16466) 2025-02-10 21:22:33 -06:00
Josh Hawkins
9a0211a71c
Improve Notifications (#16453)
* backend

* frontend

* add notification config at camera level

* camera level notifications in dispatcher

* initial onconnect

* frontend

* backend for suspended notifications

* frontend

* use base communicator

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

* remove switch and use select for suspending in frontend

* use timestamp instead of datetime

* frontend tweaks

* mqtt docs

* fix button width

* use grid for layout

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

* clean up

* move async code to main class

* tweaks

* docs

* remove warning message
2025-02-10 19:47:15 -07:00
Nicolas Mowen
198d067e25
Implement support for YOLOv9 via ONNX (#16459)
* 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
2025-02-10 15:00:12 -06:00
Josh Hawkins
72209986b6
Estimated object speed for zones (#16452)
* utility functions

* backend config

* backend object speed tracking

* draw speed on debug view

* basic frontend zone editor

* remove line sorting

* fix types

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

* rename vars and add validation

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

* pixel velocity in debug

* unit_system in config

* ability to define unit system in config

* save max speed to db

* frontend

* docs

* clarify docs

* utility functions

* backend config

* backend object speed tracking

* draw speed on debug view

* basic frontend zone editor

* remove line sorting

* fix types

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

* rename vars and add validation

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

* pixel velocity in debug

* unit_system in config

* ability to define unit system in config

* save max speed to db

* frontend

* docs

* clarify docs

* fix duplicates from merge

* include max_estimated_speed in api responses

* add units to zone edit pane

* catch undefined

* add average speed

* clarify docs

* only track average speed when object is active

* rename vars

* ensure points and distances are ordered clockwise

* only store the last 10 speeds like score history

* remove max estimated speed

* update docs

* update docs

* fix point ordering

* improve readability

* docs inertia recommendation

* fix point ordering

* check object frame time

* add velocity angle to frontend

* docs clarity

* add frontend speed filter

* fix mqtt docs

* fix mqtt docs

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

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

* docs

* implement speed_threshold for zone presence

* docs for threshold

* better ground plane image

* improve image zone size

* add inertia to speed threshold example
2025-02-10 13:23:42 -07:00
Josh Hawkins
dd7820e4ee
Improve live streaming (#16447)
* 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
2025-02-10 09:42:35 -07:00
Josh Hawkins
2a28964e63
Improve UI logs (#16434)
* use react-logviewer and backend streaming

* layout adjustments

* readd copy handler

* reorder and fix key

* add loading state

* handle frigate log consolidation

* handle newlines in sheet

* update react-logviewer

* fix scrolling and use chunked log download

* don't combine frigate log lines with timestamp

* basic deduplication

* use react-logviewer and backend streaming

* layout adjustments

* readd copy handler

* reorder and fix key

* add loading state

* handle frigate log consolidation

* handle newlines in sheet

* update react-logviewer

* fix scrolling and use chunked log download

* don't combine frigate log lines with timestamp

* basic deduplication

* move process logs function to services util

* improve layout and scrolling behavior

* clean up
2025-02-10 08:38:56 -07:00
Josh Hawkins
e207b2f50b
Refactor export filenames to include start and end date/time (#16446) 2025-02-10 08:30:23 -07:00
Josh Hawkins
d5b60237a2
Improve display of recordings data (#16436)
* backend

* frontend

* add earliest recording available to storage metrics page
2025-02-09 16:02:36 -07:00
Josh Hawkins
bc96db8612
Add ability to set mqtt qos in config (#16435) 2025-02-09 16:45:04 -06:00
Nicolas Mowen
81bd956ae8
Fix sanitized api causing issues (#16433) 2025-02-09 14:50:12 -07:00
Josh Hawkins
c8cec63cb9
Object area debugging and improvements (#16432)
* add ability to specify min and max area as percentages

* debug draw area and ratio

* docs

* update for best percentage
2025-02-09 14:48:23 -07:00
Josh Hawkins
83beacf84a
Add autotracking calibration message (#16431)
* check autotracking calibration values before writing to config

* docs

* clarify log message
2025-02-09 14:29:08 -07:00
Nicolas Mowen
81a56549da
Face recognition UI improvements (#16422)
* Rework face recognition APIs

* Fix error message on cancel

* Add ability to create new face library
2025-02-09 13:22:25 -06:00
Nicolas Mowen
c58d2add37
Fix missing prometheus commit (#16415)
* Add prometheus metrics

* add docs for metrics

* sidebar

* lint

* lint

---------

Co-authored-by: Mitch Ross <mitchross@users.noreply.github.com>
2025-02-09 10:04:39 -07:00
Nicolas Mowen
f3485bfc13 Sanitize provided name 2025-02-08 12:47:01 -06:00
Josh Hawkins
ebf4403eca Add endpoint for fetching batch review items (#16254) 2025-02-08 12:47:01 -06:00
Nicolas Mowen
fb316874ef Quick fix for face rec (#16226)
* Check both

* Fix api order
2025-02-08 12:47:01 -06:00
Nicolas Mowen
9236898a9d Sub label sensors (#16218)
* Support mqtt sensors for logo attributes

* Expose in api
2025-02-08 12:47:01 -06:00
Nicolas Mowen
1c3527f5c4 Face recognition reprocess (#16212)
* Implement update topic

* Add API for reprocessing face

* Get reprocess working

* Fix crash when no faces exist

* Simplify
2025-02-08 12:47:01 -06:00
Nicolas Mowen
3f99ff65ed Face recognition improvements (#16034) 2025-02-08 12:47:01 -06:00
Nicolas Mowen
c7c8575c9b Bird classification (#15966)
* Start working on bird processor

* Initial setup for bird processing

* Improvements to handling

* Get classification working

* Cleanup classification

* Add classification config

* Update sort
2025-02-08 12:47:01 -06:00
Nicolas Mowen
9dc85d4a76 Processing refactor (#15935)
* Refactor post processor to be real time processor

* Build out generic API for post processing

* Cleanup

* Fix
2025-02-08 12:47:01 -06:00
Nicolas Mowen
88686c44fe Generalize postprocessing (#15931)
* 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
2025-02-08 12:47:01 -06:00
Nicolas Mowen
3f1d85e189 Fix onvif packages (#15906)
* Don't replace packages

* Formatting
2025-02-08 12:47:01 -06:00
Josh Hawkins
283f1b19a7 Only print line and key/value when a line number can be found (#15897) 2025-02-08 12:47:01 -06:00
Nicolas Mowen
ab8f9e5412 Upgrade onvif-zeep dependency to use onvif-zeep-async (#15894)
* Upgrade to new dependency

* Start onvif work

* Update for async calls
2025-02-08 12:47:01 -06:00
Nicolas Mowen
4f85b18b08 Improvements to face recognition (#15854)
* Do not add margin to face images

* remove margin

* Correctly clear
2025-02-08 12:47:01 -06:00
Nicolas Mowen
a6ae208fe7 Add metrics page for embeddings and face / license plate processing times (#15818)
* Get stats for embeddings inferences

* cleanup embeddings inferences

* Enable UI for feature metrics

* Change threshold

* Fix check

* Update python for actions

* Set python version

* Ignore type for now
2025-02-08 12:47:01 -06:00
Nicolas Mowen
0c13227f7d Fix facedet download (#15811)
* 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
2025-02-08 12:47:01 -06:00
Nicolas Mowen
1edbd2d498 Refactor camera activity processing (#15803)
* Replace object label sensors with new manager

* Implement zone topics

* remove unused
2025-02-08 12:47:01 -06:00
Marc Altmann
4c7d4e6c0a rockchip: update dependencies and add script for model conversion (#15699)
* rockchip: update dependencies and add script for model conversion

* rockchip: update docs

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2025-02-08 12:47:01 -06:00
Nicolas Mowen
458ca4a983 Add support for SR-IOV GPU stats (#15796)
* Add option to treat GPU as SRIOV in order for stats to work correctly

* Add to intel docs

* fix tests
2025-02-08 12:47:01 -06:00
Nicolas Mowen
6a83f40135 Add ffmpeg config to increase HEVC compatibility with Apple devices (#15795)
* Add config option for handling HEVC playback on Apple devices

* Update docs

* Remove unused
2025-02-08 12:47:01 -06:00
Nicolas Mowen
281407247b Implement face recognition training in UI (#15786)
* Rename debug to train

* Add api to train image as person

* Cleanup model running

* Formatting

* Fix

* Set face recognition page title
2025-02-08 12:47:01 -06:00
Nicolas Mowen
172e7d494f Add UI for managing face recognitions (#15757)
* Add ability to view attempts

* Improve UI

* Cleanup

* Correctly refresh ui when item is deleted

* Select correct library by default

* Add min score

* Cleanup
2025-02-08 12:47:01 -06:00
Nicolas Mowen
8763390dfe Face recognition logic improvements (#15679)
* Always initialize face model on startup

* Add ability to save face images for debugging

* Implement better face recognition reasonability
2025-02-08 12:47:01 -06:00
Nicolas Mowen
c26144da75 Change folder 2025-02-08 12:47:01 -06:00
Nicolas Mowen
d025495374 Set model size 2025-02-08 12:47:01 -06:00
Nicolas Mowen
f58fc4c367 Improve face recognition (#15670)
* Face recognition tuning

* Support face alignment

* Cleanup

* Correctly download model
2025-02-08 12:47:01 -06:00
Nicolas Mowen
d0ad840ef4 Enable temporary caching of camera images to improve responsiveness of UI (#15614) 2025-02-08 12:47:01 -06:00
Josh Hawkins
edab4efa42 Preserve line numbers in config validation (#15584)
* use ruamel to parse and preserve line numbers for config validation

* maintain exception for non validation errors

* fix types

* include input in log messages
2025-02-08 12:47:01 -06:00
Nicolas Mowen
877b7b2910 Update base image (#15103)
* Change base image

* Update python

* Update coral library

* Fix source file

* Install correct apt packages

* Cleanup

* Fix installation of coral deps

* fix python installations

* Fix devcontainer build

* Get tensorrt build working

* Update other deps

* Filter out tflite log

* Get ROCm build working

* Get rockchip build working

* Get hailo build working

* Add note to comment
2025-02-08 12:47:01 -06:00
Nicolas Mowen
66675cf977 Face recognition fixes (#15222)
* Fix nginx max upload size

* Close upload dialog when done and add toasts

* Formatting

* fix ruff
2025-02-08 12:47:01 -06:00
Nicolas Mowen
0e4ff91d6b Improve face recognition (#15205)
* 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
2025-02-08 12:47:01 -06:00
Nicolas Mowen
dd7b1be7f4 Remove standardization 2025-02-08 12:47:01 -06:00
Nicolas Mowen
102a7695a3 Fix check 2025-02-08 12:47:01 -06:00
Nicolas Mowen
755c9eea1c Remove hardcoded face name 2025-02-08 12:47:01 -06:00
Nicolas Mowen
e5fcc50ae2 Use SVC to normalize and classify faces for recognition (#14835)
* 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
2025-02-08 12:47:01 -06:00
Josh Hawkins
8bb037f82e Use regular expressions for plate matching (#14727) 2025-02-08 12:47:01 -06:00
Nicolas Mowen
a0c35101fb Update facenet model (#14647) 2025-02-08 12:47:01 -06:00
Josh Hawkins
af1eaac5ff LPR improvements (#14641) 2025-02-08 12:47:01 -06:00
Josh Hawkins
dbbfc735f0 Prevent division by zero in lpr confidence checks (#14615) 2025-02-08 12:47:01 -06:00
Nicolas Mowen
711575736d Fix label check (#14610)
* Create config for parsing object

* Use in maintainer
2025-02-08 12:47:01 -06:00
Josh Hawkins
c4ce7f9800 License plate recognition (ALPR) backend (#14564)
* 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>
2025-02-08 12:47:01 -06:00
Nicolas Mowen
594a4e0ba3 Face detection (#14544)
* Add support for face detection

* Add support for detecting faces during registration

* Set body size to be larger

* Undo
2025-02-08 12:47:01 -06:00
Nicolas Mowen
c1d5510428 Fix access (#14540) 2025-02-08 12:47:01 -06:00
Nicolas Mowen
a3d6266d96 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
2025-02-08 12:47:01 -06:00
Nicolas Mowen
aa19ec3ddb 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
2025-02-08 12:47:01 -06:00
Rui Alves
df840b7cd5
Finish unit tests for review controller and started for event controller (#15955)
* Started unit tests for the review controller

* Revert "Started unit tests for the review controller"

This reverts commit 7746eb146f.

* Started unit tests for GET /review/activity/motion Endpoint

* Started unit tests for GET /review/event/{event_id} Endpoint

* Continued unit tests for GET /review/event/{event_id} Endpoint

* Continued unit tests for GET /review/{event_id} Endpoint

* Continued unit tests for GET /review/{review_id} Endpoint

* Added unit tests for GET /review/{review_id}/viewed Endpoint

* Added unit tests for GET /stats Endpoint

* Added unit tests for GET /events Endpoint

* Updated unit tests for GET /events Endpoint

* Deleted unit tests for /events from test_http (updated tests are now in test_http_event.py)

* Removed duplicated test for GET /review/activity/motion Endpoint
2025-02-04 06:28:14 -07:00
Nicolas Mowen
cea210d800
Fix csrf (#16230)
* Fix csrf check

* Simplify
2025-01-30 11:27:38 -06:00
Josh Hawkins
7b65bcf13c
Fix interpolation for autotracking cameras (#16211) 2025-01-29 06:44:13 -07:00
Nicolas Mowen
99d27c154e
Don't show sub labels in main label filter list (#16168) 2025-01-27 08:07:49 -06:00
Nicolas Mowen
5943fc1895
Fix h265 encoding presets (#16158) 2025-01-26 17:14:02 -07:00
Nicolas Mowen
776bb79f0b
Consider pre and post capture when cleaning up recordings based on review segments (#16096) 2025-01-23 08:26:53 -06:00
tpjanssen
9983bd8d92
Fix API latest image quality and API MIME types (#15964)
* Fix API latest image quality

* Fix mime types

* Code formatting + media_type fix
2025-01-13 07:46:46 -06:00
Nicolas Mowen
32c71c4108
Clean up handling of ffmpeg specific params (#15956) 2025-01-12 17:47:24 -06:00
Nicolas Mowen
173b7aa308
Handle case where user has multiple manual events on same camera (#15943) 2025-01-11 07:47:45 -07:00
Blake Blackshear
c4727f19e1
Simplify plus submit (#15941)
* remove unused annotate file

* improve plus error messages

* formatting
2025-01-11 07:04:11 -07:00
Nicolas Mowen
b265b6b190
Catch case where user has multiple of the same kind of GPU (#15903) 2025-01-08 17:17:57 -06:00
Nicolas Mowen
d57a61b50f
Simplify model config (#15881)
* Add migration to migrate to model_path

* Simplify model config

* Cleanup docs

* Set config version

* Formatting

* Fix tests
2025-01-07 20:59:37 -07:00
Nicolas Mowen
38e098ca31
Remove extra data except from keypackets when using qsv (#15865) 2025-01-06 17:38:46 -06:00
Nicolas Mowen
322b847356
Fix event cleanup (#15724) 2024-12-29 14:47:40 -06:00
Josh Hawkins
c48396c5c6
Fix crash when streams are undefined in go2rtc config password cleaning (#15695) 2024-12-27 08:36:21 -06:00
leccelecce
00371546a3
GenAI: add ability to save JPGs sent to provider (#15643)
* GenAI: add ability to save JPGs sent to provider

* Remove mention from GenAI docs

* Change config name to debug_save_thumbnails

* Change  folder structure to clips/genai-requests/{event_id}/{1.jpg}
2024-12-23 07:05:34 -07:00
Josh Hawkins
78a013d63a
Add "frame" to shm frame names to avoid camera name issues (#15615) 2024-12-20 08:46:40 -06:00
Gabriel de Biasi
ddfe8f3921
Fix #7944: Adds tls_insecure to the onvif configuration (#15603)
* Adds tls_insecure to the onvif configuration

* reformat using ruff
2024-12-19 12:54:33 -07:00
Nicolas Mowen
4af752028f
Bug Fixes (#15598)
* Catch onvif command error

* fix review item pre and post capture

* Include severity in query
2024-12-19 09:46:14 -06:00
Nicolas Mowen
b149828c9f
Catch OS error (#15590) 2024-12-18 17:45:08 -06:00
Giorgio Ughini
d9ef8fa206
Fix always the same image is sent to GenAI (#15550)
* Fix always the same image is sent to GenAI

* Fix typo for bug where identical images are sent to GenAI

* Correct formatting
2024-12-17 07:44:00 -06:00
Josh Hawkins
717493e668
Improve handling of error conditions with ollama and snapshot regeneration (#15527) 2024-12-15 20:51:23 -06:00
Josh Hawkins
d49f958d4d
Don't crop by region for genai snapshot for manual events (#15525) 2024-12-15 17:03:19 -06:00
Nicolas Mowen
33ee32865f
Ensure that go2rtc streams are cleaned (#15524)
* Ensure that go2rtc streams are cleaned

* Formatting

* Handle go2rtc config correctly

* Set type
2024-12-15 16:56:24 -06:00
FL42
1b7fe9523d
fix: use requests.Session() for DeepStack API (#15505) 2024-12-14 07:54:13 -07:00
Nicolas Mowen
f336a91fee
Cleanup handling of first object message (#15480) 2024-12-12 21:22:47 -06:00
Nicolas Mowen
d302b6e198
Cap storage bandwidth (#15473) 2024-12-12 14:46:00 -06:00
Nicolas Mowen
ed2e1f3f72
Remove debug cleanup change (#15468) 2024-12-12 07:46:06 -07:00
Nicolas Mowen
b4d82084a9
Fixes (#15465)
* Fix single event return

* Allow customizing if search is preserved for overlay state

* Remove timeout

* Cleanup

* Cleanup naming
2024-12-12 08:22:30 -06:00
Nicolas Mowen
0e3fb6cbdd
Standardize handling of config files (#15451)
* Standardize handling of config files

* Formatting

* Remove unused
2024-12-11 18:46:42 -06:00
Blake Blackshear
6b12a45a95
return 401 for login failures (#15432)
* return 401 for login failures

* only setup the rate limiter when configured
2024-12-10 06:42:55 -07:00
Nicolas Mowen
0b9c4c18dd
Refactor event cleanup to consider review severity (#15415)
* Keep track of objects max review severity

* Refactor cleanup to split snapshots and clips

* Cleanup events based on review severity

* Cleanup review imports

* Don't catch detections
2024-12-09 08:25:45 -07:00
Nicolas Mowen
d0cc8cb64b
API response cleanup (#15389)
* API response cleanup

* Remove extra field definition
2024-12-06 20:07:43 -06:00
Nicolas Mowen
bb86e71e65
fix auth remote addr access (#15378) 2024-12-06 10:25:43 -06:00
Josh Hawkins
8aa6297308
Ensure label does not overlap with box or go out of frame (#15376) 2024-12-06 08:32:16 -07:00
Nicolas Mowen
d3b631a952
Api improvements (#15327)
* Organize api files

* Add more API definitions for events

* Add export select by ID

* Typing fixes

* Update openapi spec

* Change type

* Fix test

* Fix message

* Fix tests
2024-12-06 08:04:02 -06:00
Josh Hawkins
c0ba98e26f
Explore sorting (#15342)
* backend

* add type and params

* radio group in ui

* ensure search_type is cleared on reset
2024-12-04 08:54:10 -07:00
Rui Alves
a5a7cd3107
Added more unit tests for the review controller (#15162) 2024-12-04 06:52:08 -06:00
Josh Hawkins
4dddc53735
move label placement when overlapping small boxes (#15310) 2024-12-02 13:07:12 -06:00
Josh Hawkins
5f42caad03
Explore bulk actions (#15307)
* use id instead of index for object details and scrolling

* long press package and hook

* fix long press in review

* search action group

* multi select in explore

* add bulk deletion to backend api

* clean up

* mimic behavior of review

* don't open dialog on left click when mutli selecting

* context menu on container ref

* revert long press code

* clean up
2024-12-02 11:12:55 -07:00
James Livulpi
833cdcb6d2
fix audio event create (#15299) 2024-12-01 20:07:44 -06:00
Nicolas Mowen
c95bc9fe44
Handle case where camera name ends in number (#15296) 2024-12-01 12:33:10 -07:00
Josh Hawkins
a1fa9decad
Fix event cleanup debug logging crash (#15293) 2024-12-01 12:37:45 -06:00
Nicolas Mowen
002fdeae67
SHM tweaks (#15274)
* Use env var to control max number of frames

* Handle type

* Fix frame_name not being sent

* Formatting
2024-12-01 10:39:35 -06:00
tpjanssen
5802a66469
Fix audio events in explore section (#15286)
* Fix audio events in explore section

Make sure that audio events are listed in the explore section

* Update audio.py

* Hide other submit options

Only allow submits for objects only
2024-12-01 07:47:37 -07:00
Nicolas Mowen
ee816b2251
Fix camera access and improve typing (#15272)
* Fix camera access and improve typing:

* Formatting
2024-11-30 18:22:36 -06:00
Nicolas Mowen
f094c59cd0
Fix formatting (#15271) 2024-11-30 18:21:50 -06:00
Nicolas Mowen
2207a91f7b
Fix ruff (#15223) 2024-11-27 12:57:58 -07:00
Nicolas Mowen
ff92b13f35
Fix sending events (#15100) 2024-11-20 09:37:33 -07:00
Rui Alves
e76f4e9bd9
Started unit tests for the review controller (#15077)
* Started unit tests for the review controller

* Revert "Started unit tests for the review controller"

This reverts commit 7746eb146f.

* Started unit tests for the review controller

* FIrst test

* Added test for review endpoint (time filter - after + before)

* Assert expected event

* Added more tests for review endpoint

* Added test for review endpoint with all filters

* Added test for review endpoint with limit

* Comment

* Renamed tests to increase readability
2024-11-19 16:35:10 -07:00
Nicolas Mowen
66277fbb6c
Fix embeddings (#15072)
* Fix embeddings reading frames

* Fix event update reading

* Formatting

* Pin AIO http to fix build failure

* Pin starlette
2024-11-19 12:20:04 -06:00
Josh Hawkins
9ae839ad72
Tracked object metadata changes (#15055)
* add enum and change topic name

* frontend renaming

* docs

* only display sublabel score if it it exists

* remove debug print
2024-11-18 11:26:44 -07:00
Bazyl Ichabod Horsey
66f71aecf7
fix regex for cookie_name to be general snake case (#14854)
* fix regex for cookie_name to be general snake case

* Update frigate/config/auth.py

Co-authored-by: Blake Blackshear <blake.blackshear@gmail.com>

---------

Co-authored-by: Blake Blackshear <blake.blackshear@gmail.com>
2024-11-18 11:26:36 -07:00
Nicolas Mowen
0b203a3673
fix writing to birdseye restream buffer (#15052) 2024-11-18 10:14:49 -06:00
Nicolas Mowen
26c3f9f914
Fix birdseye (#15051) 2024-11-18 09:38:58 -06:00
Nicolas Mowen
474c248c9d
Cleanup correctly (#15043) 2024-11-17 16:57:58 -06:00
Nicolas Mowen
5b1b6b5be0
Fix round robin (#15035)
* Move camera SHM frame creation to main process

* Don't reset frame index

* Don't fail if shm exists

* Set more types
2024-11-17 11:25:49 -06:00
Nicolas Mowen
45e9030358
Round robin SHM management (#15027)
* Output frame name to frames processor

* Finish implementing round robin

* Formatting
2024-11-16 16:00:19 -07:00
Josh Hawkins
ad85f8882b
Update ollama docs and add genai debug logging (#15012) 2024-11-15 15:24:17 -06:00
Nicolas Mowen
206ed06905
Make all SHM management untracked (#15011) 2024-11-15 14:14:37 -07:00
Nicolas Mowen
e407ba47c2
Increase max shm frames (#15009) 2024-11-15 14:25:57 -06:00
Nicolas Mowen
7fdf42a56f
Various Fixes (#15004)
* 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
2024-11-15 09:54:59 -07:00
Nicolas Mowen
9c20cd5f7b
Handle in progress previews export and fix time check bug (#14930)
* Handle in progress previews and fix time check bug

* Formatting
2024-11-11 09:30:55 -06:00
Rui Alves
6c86827d3a
Fix small typo (#14915) 2024-11-11 05:02:46 -07:00
Rui Alves
d2b2f3d54d
Use custom body for the export recordings endpoint (#14908)
* Use custom body for the export recordings endpoint

* Fixed usage of ExportRecordingsBody

* Updated docs to reflect changes to export endpoint

* Fix friendly name and source

* Updated openAPI spec
2024-11-10 20:26:47 -07:00
Josh Hawkins
0829517b72
Add ability to filter Explore by Frigate+ submission status (#14909)
* backend

* add is_submitted to query params

* add submitted filter to dialog

* allow is_submitted filter selection with input
2024-11-10 16:57:11 -06:00
Nicolas Mowen
96c0c43dc8
Add support for specifying tensorrt device (#14898) 2024-11-10 08:43:24 -06:00
Josh Hawkins
143bab87f1
Genai bugfix (#14880)
* Fix genai init when disabled at global level

* use genai config for class init
2024-11-09 06:48:53 -07:00
Josh Hawkins
580f35112e
revert changes to audio process to prevent shutdown hang (#14872) 2024-11-08 11:47:46 -07:00
Nicolas Mowen
ace02a6dfa
Don't pass hwaccel args to preview (#14851) 2024-11-07 17:24:38 -06:00
Josh Hawkins
0d59754be2
Small genai fix (#14850)
* Ensure the regenerate button shows when genai is only enabled at the camera level

* update docs
2024-11-07 13:27:55 -07:00
Josh Hawkins
bc371acb3e
Cleanup batching (#14836)
* Implement batching for event cleanup

* remove import

* add debug logging
2024-11-06 10:05:44 -07:00
Nicolas Mowen
2eb5fbf112
Add more debug logs for preview and output (#14833) 2024-11-06 07:59:33 -06:00
Nicolas Mowen
a13b9815f6
Various fixes (#14786)
* Catch openvino error

* Remove clip deletion

* Update deletion text

* Fix timeline not respecting timezone config

* Tweaks

* More timezone fixes

* Fix

* More timezone fixes

* Fix shm docs
2024-11-04 07:07:57 -07:00
Josh Hawkins
959ca0f412
Fix object processing logic for detections (#14766) 2024-11-03 17:41:31 -07:00
Felipe Santos
9755fa0537
Fix exports migration when there is none (#14761) 2024-11-03 10:00:12 -07:00
leccelecce
189d4b459f
Avoid divide by zero in shm_frame_count (#14750) 2024-11-03 08:28:19 -07:00
Josh Hawkins
7d3313e732
Add ability to view tracked objects in Explore from review item details pane (#14744) 2024-11-02 17:16:07 -06:00
joshjryan
d7935abc14
Set the loglevel for OpenCV ffmpeg messages to fatal (#14728)
* Set the loglevel for OpenCV ffmpeg messages to fatal

* Set OPENCV_FFMPEG_LOGLEVEL in Dockerfile
2024-11-01 20:01:38 -06:00
Nicolas Mowen
e5ebf938f6
Fix float input (#14720) 2024-11-01 06:55:55 -06:00
Nicolas Mowen
ac8ddada0b
Various fixes (#14703)
* Fix not retaining custom events

* Fix media apis
2024-10-31 07:31:01 -05:00
Nicolas Mowen
03dd9b2d42
Don't open file with read permissions if there is no need to write to it (#14689) 2024-10-30 08:22:20 -06:00
Nicolas Mowen
ab26aee8b2
Fix config loading (#14684) 2024-10-30 07:16:56 -05:00
Evan Jarrett
e4a6b29279
fix string comparison on mqtt error message for Server unavailable (#14675) 2024-10-30 05:05:58 -06:00
Nicolas Mowen
357ce0382e
Fixes (#14668)
* Fix environment vars reading

* fix yaml returning none

* Assume rocm model is onnx despite file extension
2024-10-29 15:34:07 -05:00
Nicolas Mowen
4e25bebdd0
Add ability to configure model input dtype (#14659)
* Add input type for dtype

* Add ability to manually enable TRT execution provider

* Formatting
2024-10-29 10:28:05 -05:00
Nicolas Mowen
eca504cb07
More bug fixes (#14593)
* Adjust mqtt logging behavior

* Set disconnect

* Only consider intel gpu stats error if None is returned
2024-10-25 09:45:11 -05:00
Nicolas Mowen
94f7528885
Bug fixes (#14588)
* Get intel stats manually if parsing fails

* Fix assignment

* Clean up mqtt

* Formatting

* Fix logic
2024-10-25 06:47:56 -06:00
Nicolas Mowen
4ff0c8a8d1
Better review sub-labels (#14563)
* Better review sub-labels

* Handle init
2024-10-24 17:00:39 -05:00
Nicolas Mowen
18824830fd
Export preview via api (#14535)
* Break out recording to separate function

* Implement preview exporting

* Formatting
2024-10-23 08:36:52 -05:00
Rui Alves
fa81d87dc0
Updated Documentation for the Review endpoints (#14401)
* Updated documentation for the review endpoint

* Updated documentation for the review/summary endpoint

* Updated documentation for the review/summary endpoint

* Documentation for the review activity audio and motion endpoints

* Added responses for more review.py endpoints

* Added responses for more review.py endpoints

* Fixed review.py responses and proper path parameter names

* Added body model for /reviews/viewed and /reviews/delete

* Updated OpenAPI specification for the review controller endpoints

* Run ruff format frigate

* Drop significant_motion

* Updated frigate-api.yaml

* Deleted total_motion

* Combine 2 models into generic
2024-10-23 08:35:49 -05:00
Josh Hawkins
7afc1e9762
Improve error message when semantic search is not enabled with genai (#14528) 2024-10-23 06:14:50 -06:00
Nicolas Mowen
e4048be088
Increase download output (#14523) 2024-10-22 21:33:41 -05:00
Nicolas Mowen
d715a8c290
Catch empty bytes (#14521) 2024-10-22 19:07:54 -05:00
Josh Hawkins
828fdbfd2d
UI tweaks (#14505)
* Add reindex progress to mobile bottom bar status alert

* move menu to new component

* actions component in search footer thumbnail

* context menu for explore summary thumbnail images

* readd top_score to search query for old events
2024-10-22 08:01:01 -06:00
Nicolas Mowen
40c6fda19d
Various fixes and improvements (#14492)
* Refactor preprocessing of images

* Cleanup preprocessing

* Improve naming and handling of embeddings

* Handle invalid intel json

* remove unused

* Use enum for model types

* Formatting
2024-10-21 16:19:34 -06:00
Josh Hawkins
8364e68667
Model and genai fixes (#14481)
* disable mem arena in options for cpu only

* add try/except around ollama initialization

* update docs
2024-10-21 09:00:45 -06:00
gtsiam
4bb420d049
Add service manager infrastructure (#14150)
* Add service manager infrastructure

The changes are (This will be a bit long):
- A ServiceManager class that spawns a background thread and deals with
  service lifecycle management. The idea is that service lifecycle code
  will run in async functions, so a single thread is enough to manage
  any (reasonable) amount of services.

- A Service class, that offers start(), stop() and restart() methods
  that simply notify the service manager to... well. Start, stop or
  restart a service.

(!) Warning: Note that this differs from mp.Process.start/stop in that
  the service commands are sent asynchronously and will complete
  "eventually". This is good because it means that business logic is
  fast when booting up and shutting down, but we need to make sure
  that code does not rely on start() and stop() being instant
  (Mainly pid assignments).

  Subclasses of the Service class should use the on_start and on_stop
  methods to monitor for service events. These will be run by the
  service manager thread, so we need to be careful not to block
  execution here. Standard async stuff.

(!) Note on service names: Service names should be unique within a
  ServiceManager. Make sure that you pass the name you want to
  super().__init__(name="...") if you plan to spawn multiple instances
  of a service.

- A ServiceProcess class: A Service that wraps a multiprocessing.Process
  into a Service. It offers a run() method subclasses can override and
  can support in-place restarting using the service manager.

And finally, I lied a bit about this whole thing using a single thread.
I can't find any way to run python multiprocessing in async, so there is
a MultiprocessingWaiter thread that waits for multiprocessing events and
notifies any pending futures. This was uhhh... fun? No, not really.
But it works. Using this part of the code just involves calling the
provided wait method. See the implementation of ServiceProcess for more
details.

Mirror util.Process hooks onto service process

Remove Service.__name attribute

Do not serialize process object on ServiceProcess start.

asd

* Update frigate dictionary

* Convert AudioProcessor to service process
2024-10-21 10:00:38 -05:00
Nicolas Mowen
560dc68120
Fixes (#14480)
* Catch case where object does not have thumbnail data

* Catch intel stats json decoding error

* Catch division by zero
2024-10-21 09:38:48 -05:00
Josh Hawkins
6c70e56059
Misc bugfixes and improvements (#14460)
* 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
2024-10-20 14:14:51 -06:00
Josh Hawkins
b24d292ade
Improve Explore SQL query memory usage (#14451)
* Remove sql window function in explore endpoint

* don't revalidate first page on every fetch
2024-10-19 22:12:54 -06:00
Nicolas Mowen
2137de37b9
Fix snapshot call (#14448) 2024-10-19 14:11:49 -05:00
Josh Hawkins
3c591ad8a9
Explore snapshot and clip filter (#14439)
* backend

* add ToggleButton component

* boolean type

* frontend

* allow setting filter in input

* better padding on dual slider

* use shadcn toggle group instead of custom component
2024-10-18 16:16:43 -05:00
Josh Hawkins
5d8bcb42c6
Fix autotrack to work with new tracked object package (#14414) 2024-10-17 10:21:27 -06:00
Josh Hawkins
b299652e86
Generative AI changes (#14413)
* Update default genai prompt

* Update docs

* improve wording

* clarify wording
2024-10-17 10:15:44 -06:00
Nicolas Mowen
8ac4b001a2
Various fixes (#14410)
* Fix access

* Reorganize tracked object for imports

* Separate out rockchip build

* Formatting

* Use original ffmpeg build

* Fix build

* Update default search type value
2024-10-17 11:02:27 -05:00
Josh Hawkins
8173cd7776
Add score filter to Explore view (#14397)
* backend score filtering and sorting

* score filter frontend

* use input for score filtering

* use correct score on search thumbnail

* add popover to explain top_score

* revert sublabel score calc

* update filters logic

* fix rounding on score

* wait until default view is loaded

* don't turn button to selected style for similarity searches

* clarify language

* fix alert dialog buttons to use correct destructive variant

* use root level top_score for very old events

* better arrangement of thumbnail footer items on smaller screens
2024-10-17 05:30:52 -06:00
Nicolas Mowen
5f77408956
Update logos handling (#14396)
* Add attribute for logos

* Clean up tracked object to pass model data

* Update default attributes map
2024-10-16 16:22:34 -05:00
Nicolas Mowen
3f1ab66899
Embeddings UI updates (#14378)
* Handle Frigate+ submitted case

* Add search settings and rename general to ui settings

* Add platform aware sheet component

* use two columns on mobile view

* Add cameras page to more filters

* clean up search settings view

* Add time range to side filter

* better match with ui settings

* fix icon size

* use two columns on mobile view

* clean up search settings view

* Add zones and saving logic

* Add all filters to side panel

* better match with ui settings

* fix icon size

* Fix mobile fitler page

* Fix embeddings access

* Cleanup

* Fix scroll

* fix double scrollbars and add separators on mobile too

* two columns on mobile

* italics for emphasis

---------

Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
2024-10-15 19:25:59 -05:00
Nicolas Mowen
b75efcbca2
UI tweaks (#14369)
* Adjust text size

* Make cursor consistent

* Fix lint
2024-10-15 09:37:04 -06:00
Nicolas Mowen
25043278ab
Always run embedding descs one by one (#14365) 2024-10-15 07:40:45 -06:00
Nicolas Mowen
0eccb6a610
Db fixes (#14364)
* Handle case where embeddings overflow token limit

* Set notification tokens

* Fix sort
2024-10-15 07:17:54 -06:00
Nicolas Mowen
3879fde06d
Don't allow unlimited unprocessed segments to stay in cache (#14341)
* Don't allow unlimited unprocessed frames to stay in cache

* Formatting
2024-10-14 16:11:43 -06:00
Nicolas Mowen
887433fc6a
Streaming download (#14346)
* Send downloaded mp4 as a streaming response instead of a file

* Add download button to UI

* Formatting

* Fix CSS and text

Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>

* download video button component

* use download button component in review detail dialog

* better filename

---------

Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
2024-10-14 15:23:02 -06:00
Josh Hawkins
0ee32cf110
Fix yaml bug and ensure embeddings progress doesn't show until all models are loaded (#14338) 2024-10-14 08:23:08 -06:00
Josh Hawkins
72aa68cedc
Fix genai labels (#14330)
* Publish model state and embeddings reindex in dispatcher onConnect

* remove unneeded from explore

* add embeddings reindex progress to statusbar

* don't allow right click or show similar button if semantic search is disabled

* fix status bar

* Convert peewee model to dict before formatting for genai description

* add embeddings reindex progress to statusbar

* fix status bar

* Convert peewee model to dict before formatting for genai description
2024-10-14 06:23:10 -06:00
Nicolas Mowen
9adffa1ef5
Detection adjustments (#14329) 2024-10-13 21:34:51 -05:00
Josh Hawkins
4ca267ea17
Search UI tweaks and bugfixes (#14328)
* Publish model state and embeddings reindex in dispatcher onConnect

* remove unneeded from explore

* add embeddings reindex progress to statusbar

* don't allow right click or show similar button if semantic search is disabled

* fix status bar
2024-10-13 19:36:49 -06:00
Josh Hawkins
833768172d
UI tweaks (#14326)
* small tweaks for frigate+ submission and debug object list

* exclude attributes from labels colormap
2024-10-13 15:48:54 -06:00
Josh Hawkins
1ec459ea3a
Batch embeddings fixes (#14325)
* fixes

* more readable loops

* more robust key check and warning message

* ensure we get reindex progress on mount

* use correct var for length
2024-10-13 15:25:13 -06:00
Nicolas Mowen
e8b2fde753
Support batch embeddings when reindexing (#14320)
* Refactor onnx embeddings to handle multiple inputs by default

* Process items in batches when reindexing
2024-10-13 12:33:27 -05:00
Josh Hawkins
0fc7999780
Improve reindex completion flag (#14308) 2024-10-12 14:44:01 -05:00
Nicolas Mowen
3a403392e7
Fixes for model downloading (#14305)
* Use different requestor for downloaders

* Handle case where lock is left over from failed partial download

* close requestor

* Formatting
2024-10-12 13:36:10 -05:00
Josh Hawkins
48c60621b6
Fix substitution on genai prompts (#14298) 2024-10-12 06:19:24 -06:00
Nicolas Mowen
6e332bbdf8
Remove device config and use model size to configure device used (#14290)
* Remove device config and use model size to configure device used

* Don't show Frigate+ submission when in progress

* Add docs link for bounding box colors
2024-10-11 17:08:14 -05:00
Josh Hawkins
8a8a0c7dec
Embeddings normalization fixes (#14284)
* Use cosine distance metric for vec tables

* Only apply normalization to multi modal searches

* Catch possible edge case in stddev calc

* Use sigmoid function for normalization for multi modal searches only

* Ensure we get model state on initial page load

* Only save stats for multi modal searches and only use cosine similarity for image -> image search
2024-10-11 13:11:11 -05:00
Nicolas Mowen
d4b9b5a7dd
Reduce onnx memory usage (#14285) 2024-10-11 13:03:47 -05:00
Nicolas Mowen
6df541e1fd
Openvino models (#14283)
* Enable model conversion cache for openvino

* Use openvino directly for onnx embeddings if available

* Don't fail if zmq is busy
2024-10-11 10:47:23 -06:00
Josh Hawkins
ae91fa6a39
Add time remaining to embedding reindex pane (#14279)
* Add function to convert seconds to human readable duration

* Add estimated time remaining to reindexing pane
2024-10-11 07:04:25 -06:00
Josh Hawkins
2897afce41
Reset saved search stats on reindex (#14280) 2024-10-11 06:59:29 -06:00
Josh Hawkins
ee8091ba91
Correctly handle camera command in dispatcher (#14273) 2024-10-10 18:48:56 -06:00
Josh Hawkins
30b5faebae
chunk is already a list (#14272) 2024-10-10 17:53:11 -06:00
Josh Hawkins
8d753f821d
Allow empty description for tracked objects (#14271)
* Allow tracked object description to be saved as an empty string

* ensure event_ids is passed as list
2024-10-10 18:12:05 -05:00
Josh Hawkins
54eb03d2a1
Add config option to select fp16 or quantized jina vision model (#14270)
* Add config option to select fp16 or quantized jina vision model

* requires_fp16 for text and large models only

* fix model type check

* fix cpu

* pass model size
2024-10-10 16:46:21 -06:00
Nicolas Mowen
dd6276e706
Embeddings fixes (#14269)
* Add debugging logs for more info

* Improve timeout handling

* Fix event cleanup

* Handle zmq error and empty data

* Don't run download

* Remove unneeded embeddings creations

* Update timouts

* Init models immediately

* Fix order of init

* Cleanup
2024-10-10 16:37:43 -05:00
Josh Hawkins
f67ec241d4
Add embeddings reindex progress to the UI (#14268)
* refactor dispatcher

* add reindex to dictionary

* add circular progress bar component

* Add progress to UI when embeddings are reindexing

* readd comments to dispatcher for clarity

* Only report progress every 10 events so we don't spam the logs and websocket

* clean up
2024-10-10 13:28:43 -06:00
Nicolas Mowen
8ade85edec
Restructure embeddings (#14266)
* Restructure embeddings

* Use ZMQ to proxy embeddings requests

* Handle serialization

* Formatting

* Remove unused
2024-10-10 09:42:24 -06:00
Nicolas Mowen
a2ca18a714
Bug fixes (#14263)
* Simplify loitering logic

* Fix divide by zero

* Add device config for semantic search

* Add docs
2024-10-10 07:09:12 -06:00
Nicolas Mowen
bc3a06178b
Embedding gpu (#14253) 2024-10-09 19:46:31 -06:00
Josh Hawkins
9fda259c0c
Ensure genai prompt is properly formatted (#14256) 2024-10-09 19:19:40 -06:00
Josh Hawkins
d4925622f9
Use JinaAI models for embeddings (#14252)
* add generic onnx model class and use jina ai clip models for all embeddings

* fix merge confligt

* add generic onnx model class and use jina ai clip models for all embeddings

* fix merge confligt

* preferred providers

* fix paths

* disable download progress bar

* remove logging of path

* drop and recreate tables on reindex

* use cache paths

* fix model name

* use trust remote code per transformers docs

* ensure tokenizer and feature extractor are correctly loaded

* revert

* manually download and cache feature extractor config

* remove unneeded

* remove old clip and minilm code

* docs update
2024-10-09 15:31:54 -06:00
Nicolas Mowen
0b71cfaf06
Handle loitering objects (#14221) 2024-10-08 09:41:54 -05:00
Nicolas Mowen
2541a345d0
Improve Nvidia GPU stats (#14206)
* :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>
2024-10-07 20:15:31 -06:00
Josh Hawkins
23ce1e930d
Adjust zscore bias for descriptions (#14205) 2024-10-07 18:51:37 -06:00
Josh Hawkins
6ebad84160
initialize path before calling super() (#14203) 2024-10-07 16:17:57 -05:00
Josh Hawkins
24ac9f3e5a
Use sqlite-vec extension instead of chromadb for embeddings (#14163)
* 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
2024-10-07 14:30:45 -06:00
Nicolas Mowen
74047453ef
Bug Fixes (#14193)
* fix getting device from empty list

* Overwrite all fields

* Fix header too low
2024-10-07 07:18:09 -06:00
Rémi Bédard-Couture
dcaed0e90f
Log correct tensorRT version when debugging (#14182) 2024-10-06 15:33:03 -06:00
gtsiam
a468ed316d
Added stop_event to util.Process (#14142)
* 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
2024-10-03 11:03:43 -06:00
Nicolas Mowen
e725730982
Fix shared memory frames being stuck when a camera capture crashed (#14140)
* Fix shared memory frames being stuck when a camera capture crashed

* Update ffmpeg build
2024-10-03 09:31:07 -06:00
Josh Hawkins
b9e74ee9ab
Fix autotracking absolute zoom interpolation logic (#14139) 2024-10-03 08:40:27 -05:00
Nicolas Mowen
0f2cff5078
Fix mjpeg api (#14138) 2024-10-03 07:33:06 -06:00
gtsiam
e5e196bd7f
Fix logging (#14122)
Fixes logging without introducing more junk into FrigateApp.
2024-10-03 06:33:53 -06:00
gtsiam
54900ae318
Properly call super() in subclasses (#14124) 2024-10-02 19:35:46 -06:00
gtsiam
3c015bf822
Do not migrate db to new config path (#14123)
I just saw this, and I would be very surprised by that behaviour as a
user. Changing the db path would randomly move the database, and
changing it back (or to anything, really) would not. These kinds of
advanced settings are generally expected to do one thing: Change the
path frigate opens the database from. The end.
2024-10-02 19:34:14 -06:00
Nicolas Mowen
75d531285a
Don't consider segments containing unprocessed frames in segment count (#14120) 2024-10-02 12:55:55 -05:00
Josh Hawkins
b5f5627ca6
Add Azure OpenAI as genai provider (#14102)
* add azure openai genai client

* docs
2024-10-01 13:57:40 -06:00
Nicolas Mowen
5b0c1e5b9e
Fix event entries (#14093) 2024-10-01 11:07:13 -05:00