Commit Graph

228 Commits

Author SHA1 Message Date
Nicolas Mowen
e636449d56
Miscellaneous fixes (0.17 beta) (#21350)
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* Fix genai callbacks in MQTT

* Cleanup cursor pointer for classification cards

* Cleanup

* Handle unknown SOCs for RKNN converter by only using known SOCs

* don't allow "none" as a classification class name

* change internal port user to admin and default unspecified username to viewer

* keep 5000 as anonymous user

* suppress tensorflow logging during classification training

* Always apply base log level suppressions for noisy third-party libraries even if no specific logConfig is provided

* remove decorator and specifically suppress TFLite delegate creation messages

---------

Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
2025-12-18 15:12:10 -07:00
GuoQing Liu
074b060e9c
fix: temp directory is only created when there are review_items. (#21344) 2025-12-18 07:08:45 -07:00
Josh Hawkins
e7d047715d
Miscellaneous Fixes (0.17 beta) (#21301)
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* Wait for config to load before evaluating route access

Fix race condition where custom role users are temporarily denied access after login while config is still loading. Defer route rendering in DefaultAppView until config is available so the complete role list is known before ProtectedRoute evaluates permissions

* Use batching for state classification generation

* Ignore incorrect scoring images if they make it through the deletion

* Delete unclassified images

* mitigate tensorflow atexit crash by pre-importing tflite/tensorflow on main thread

Pre-import Interpreter in embeddings maintainer and add defensive lazy imports in classification processors to avoid worker-thread tensorflow imports causing "can't register atexit after shutdown"

* don't require old password for users with admin role when changing passwords

* don't render actions menu if no options are available

* Remove hwaccel arg as it is not used for encoding

* change password button text

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2025-12-16 08:11:53 -06:00
GuoQing Liu
39af85625e
feat: add train classification download weights file endpoint (#21294)
* feat: add train classification download weights file endpoint: "TF_KERAS_MOBILENET_V2_ENDPOINT"

* refactor: custom weights file url
2025-12-15 08:59:13 -07:00
Martin Weinelt
67e18eff94
Replace stringy paths with constants (#21247) 2025-12-12 06:22:09 -07:00
Josh Hawkins
1f9669bbe5
Miscellaneous Fixes (#21102)
* ensure audio events display timeline entries in tracking details

* tweak tracking details layout for small desktop sizes

* update transcription docs

* Update classification docs for training recommendations

* Make number of classification images to be kept configurable

* Add bird to classification reference

* Fix incorrect averaging of the segments so it correctly only uses the most recent segments

* fix trigger logic

* add ability to download clean snapshot

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2025-12-02 07:21:15 -07:00
Nicolas Mowen
1b57fb15a7
Miscellaneous Fixes (#21063)
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* Fix history management failing when updating URL

* Handle case where user doesn't have images that represent all states

If a user selects all imags and can't proceed we show a warning that they can still proceed but the model won't be trained until they get at least one image for every state.

* Still create all classes

We stil need to create all classes even if the user didn't assign images to them.

* fix camera group access for non admin users

changes from previous PR wrongly included users from the standard viewer role (but excluded custom viewer roles)

* Adjust threat level interaction to be less strict

* use base path when fetching go2rtc data

* show config error message when starting in safe mode

* fix genai migration

* fix genai

* Fix genai migration

---------

Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
2025-11-27 07:58:35 -06:00
Nicolas Mowen
e79ff9a079
Add built in support for memray memory debugging (#21057)
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2025-11-25 16:34:01 -06:00
Josh Hawkins
815303922d
Miscellaneous Fixes (#21005)
* update live view docs

* use swr as single source of truth for searchDetail

rather than maintaining a separate state, derive the selected item from swr cache. fixes websocket sync when regenerating descriptions or fetching transcriptions

* fix key warning in console

* don't try to fetch event from review item for audio events

* update audio transcription toast wording

* Add a community supported badge to specific detectors in the info summaries to better separate

* Make object classification publish to tracked object update and add examples for state classification

* Add item to advanced docs about tensorflow limiting

* Don't show submission for in progress objects

* fix for ios not reporting video dimensions on initial metadata load

in testing, polling with requestAnimationFrame finds the dimensions within 2 frames

* Catch jetson nvidia device tree

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2025-11-23 08:40:25 -07:00
Nicolas Mowen
99a363c047
Improve classification (#20863)
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2025-11-09 16:21:13 -06:00
Josh Hawkins
530b69b877
Miscellaneous fixes (#20833)
* remove frigate+ icon from explore grid footer

* add margin

* pointer cursor on event menu items in detail stream

* don't show submit to plus for non-objects and if plus is disabled

* tweak spacing in annotation settings popover

* Fix deletion of classification images and library

* Ensure after creating a class that things are correct

* Fix dialog getting stuck

* Only show the genai summary popup on mobile when timeline is open

* fix audio transcription embedding

* spacing

* hide x icon on restart sheet to prevent closure issues

* prevent x overflow in detail stream on mobile safari

* ensure name is valid for search effect trigger

* add trigger to detail actions menu

* move find similar to actions menu

* Use a column layout for MobilePageContent in PlatformAwareSheet

 This is so the header is outside the scrolling area and the content can grow/scroll independently. This now matches the way it's done in classification

* Skip azure execution provider

* add optional ref to always scroll to top

the more filters in explore was not scrolled to the top on open due to the use of framer motion

* fix title classes on desktop

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2025-11-07 06:53:27 -07:00
Nicolas Mowen
b751228476
Various Tweaks (#20800)
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* Fix incorrectly picking start time when date was selected

* Implement shared file locking utility

* Cleanup
2025-11-04 17:06:14 -06:00
Nicolas Mowen
740c618240
Fix review summary for DST (#20770)
* Fix review summary for DST

* Fix
2025-11-03 07:34:47 -06:00
Nicolas Mowen
338b681ed0
Various Tweaks (#20742)
* Pull context size from openai models

* Adjust wording based on type of model

* Instruct to not use parenthesis

* Simplify genai config

* Don't use GPU for training
2025-10-31 12:40:31 -06:00
Nicolas Mowen
f5a57edcc9
Implement Wizard for Creating Classification Models (#20622)
* Implement extraction of images for classification state models

* Add object classification dataset preparation

* Add first step wizard

* Update i18n

* Add state classification image selection step

* Improve box handling

* Add object selector

* Improve object cropping implementation

* Fix state classification selection

* Finalize training and image selection step

* Cleanup

* Design optimizations

* Cleanup mobile styling

* Update no models screen

* Cleanups and fixes

* Fix bugs

* Improve model training and creation process

* Cleanup

* Dynamically add metrics for new model

* Add loading when hitting continue

* Improve image selection mechanism

* Remove unused translation keys

* Adjust wording

* Add retry button for image generation

* Make no models view more specific

* Adjust plus icon

* Adjust form label

* Start with correct type selected

* Cleanup sizing and more font colors

* Small tweaks

* Add tips and more info

* Cleanup dialog sizing

* Add cursor rule for frontend

* Cleanup

* remove underline

* Lazy loading
2025-10-23 13:27:28 -06:00
Josh Hawkins
81df534784
Camera wizard improvements (#20636)
* use avg_frame_rate

* probe metadata and snapshot separately

* improve ffprobe error reporting

* show error messages in toaster
2025-10-23 08:34:52 -05:00
Nicolas Mowen
a8bcc109a9
Add support for Intel NPU stats (#20542)
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2025-10-17 08:06:41 -05:00
Josh Hawkins
b05ac7430a
Change clean snapshots from png to webp format (#20484)
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* save clean webp instead of png

* send clean webp to plus with fallback for old events

* manual event webp

* event cleanup

* api def

* convert png to webp if exists

* update reference config

* change quality
2025-10-14 07:08:41 -06:00
Josh Hawkins
9d85136f8f
Add Camera Wizard (#20461)
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* fetch more from ffprobe

* add detailed param to ffprobe endpoint

* add dots variant to step indicator

* add classname

* tweak colors for dark mode to match figma

* add step 1 form

* add helper function for ffmpeg snapshot

* add go2rtc stream add and ffprobe snapshot endpoints

* add camera image and stream details on successful test

* step 1 tweaks

* step 2 and i18n

* types

* step 1 and 2 tweaks

* add wizard to camera settings view

* add data unit i18n keys

* restream tweak

* fix type

* implement rough idea for step 3

* add api endpoint to delete stream from go2rtc

* add main wizard dialog component

* extract logic for friendly_name and use in wizard

* add i18n and popover for brand url

* add camera name to top

* consolidate validation logic

* prevent dialog from closing when clicking outside

* center camera name on mobile

* add help/docs link popovers

* keep spaces in friendly name

* add stream details to overlay like stats in liveplayer

* add validation results pane to step 3

* ensure test is invalidated if stream is changed

* only display validation results and enable save button if all streams have been tested

* tweaks

* normalize camera name to lower case and improve hash generation

* move wizard to subfolder

* tweaks

* match look of camera edit form to wizard

* move wizard and edit form to its own component

* move enabled/disabled switch to management section

* clean up

* fixes

* fix mobile
2025-10-13 10:52:08 -06:00
Nicolas Mowen
33f0c23389
RKNN Fixes (#20380)
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* Fix arm64 unable to optimize onnx

* Move to onnx format for rknn
2025-10-07 14:45:03 -05:00
Nicolas Mowen
2d45ea271e
Refactor object genai to be a post-processor (#20331)
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* Refactor object genai to be a post-processor

* Include function correctly
2025-10-02 12:48:11 -06:00
Josh Hawkins
12f8c3feac
Watchdog enhancements (#20237)
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* refactor get_video_properties and use json output from ffprobe

* add zmq topic

* publish valid segment data in recording maintainer

* check for valid video data

- restart separate record ffmpeg process if no video data has been received in 120s
- refactor datetime import

* listen to correct topic in embeddings maintainer

* refactor to move get_latest_segment_datetime logic to recordings maintainer

* debug logging

* cleanup
2025-09-28 10:52:14 -06:00
Nicolas Mowen
c207009d8a
Refactor AMD GPU support (#20239)
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* Update ROCm to 7.0.1

* Update ONNXRuntime

* Add back in

* Get basic detection working

* Use env vars

* Handle complex migraphx models

* Enable model caching

* Remove unused

* Add tip to docs
2025-09-27 14:43:11 -05:00
Blake Blackshear
652fdc6a38 Merge remote-tracking branch 'origin/master' into dev 2025-09-24 06:57:50 -05:00
Nicolas Mowen
7e2f5a3017
Improve 640x640 model detection of small objects (#20190)
* Allow larger models to have smaller regions

* remove unnecessary hailo resize

* Update benchmark

* Fix table

* Update nvidia specs
2025-09-23 15:49:54 -05:00
Nicolas Mowen
5f34a18905
Dynamically adjust to configured attribute map for lpr (#20079) 2025-09-15 08:49:07 -05:00
Nicolas Mowen
03fe054078
OpenVINO Hardware Improvements (#20071)
* Use OpenVINO directly to detect if devices are available

* Cleanup

* Update OpenVINO

* Cleanup

* Don't try to use OpenVINO when CPU is set as device

* Catch case where input tensor can't be pre-defined

* Cleanup
2025-09-15 08:35:49 -05:00
Nicolas Mowen
205fdf3ae3
Fixes (#19984)
* Always handle RKNN as NHWC in Frigate+ model loading

* Correct Intel stats

* Update inference time docs

* Update version

* Adjust inference speeds
2025-09-09 06:17:56 -06:00
Nicolas Mowen
6505ae5fb5
Optimize cuda execution to run in single stream (#19896) 2025-09-03 08:53:30 -05:00
Josh Hawkins
a88760efa1
Display warning in frontend if shm size is too low (#19712)
* backend

refactor shm calculation to utility function so it can be used in frontend stats

* frontend

* fix check

* clean up
2025-08-22 13:48:27 -06:00
Nicolas Mowen
539c760953
Don't print when not using rknn (#19698)
* Debug logs for rknn embeddings check

* Debug logs for rknn embeddings check
2025-08-21 18:00:36 -05:00
Nicolas Mowen
f39475a383
Support face recognition via RKNN (#19687)
* Add support for face recognition via RKNN

* Fix crash when adding camera in via UI

* Update docs regarding support for face recognition

* Formatting
2025-08-21 06:18:55 -06:00
Nicolas Mowen
1be84d6833
Add automatic RKNN conversion and support for semantic search model (#19676)
* Create RKNN model runner and and use for jina v1 clip

* Formatting

* Handle model type inference

* Properly provide input to RKNN

* Adjust rknn conversion

* Update docs

* Formatting

* Fix path handling

* Handle inputs

* Cleanup

* Change normalization for better accuracy

* Clarify supported models

* Remove testing
2025-08-21 05:30:14 -06:00
Nicolas Mowen
2236ecf23f
Auto convert ONNX models to RKNN format (#19674)
* Implement base rknn conversion

* Remove unused

* Formatting

* Add model conversion lock so it doesn't break when multiple detectors are defined

* Ignore unused impor
t
2025-08-20 15:15:57 -06:00
Nicolas Mowen
6e3b40eaee
Fix record motion config (#19672)
* fix record config

* Formatting
2025-08-20 14:45:17 -06:00
Nicolas Mowen
e92267d7e2
Update deps (#19617)
* Update virtualenv

* Fix device ID

* Fix dependency conflict

* Cleanup mypy
2025-08-19 11:08:34 -05:00
Nicolas Mowen
acf32e1a1e
Various Fixes (#19615)
* Don't write to write None response to file

* fix genai config migration

* Fix JP6 build

* Include base image ARG
2025-08-19 06:49:55 -06:00
Nicolas Mowen
1f3755e45d Migrate object genai configuration (#19437)
* Move genAI object to objects section

* Adjust config propogation behavior

* Refactor genai config usage

* Automatic migration

* Always start the embeddings process

* Always init embeddings

* Config fixes

* Adjust reference config

* Adjust docs

* Formatting

* Fix
2025-08-16 10:20:33 -05:00
Nicolas Mowen
fa1b88097b Improve the tablet layout (#19320)
* Improve the tablet layout

* Update imports sort

* Fix more imports
2025-08-16 10:20:33 -05:00
Nicolas Mowen
20104761e8 Require setting process priority for FrigateProcess (#19207) 2025-08-16 10:20:33 -05:00
Josh Hawkins
3609b41217 Semantic Search Triggers (#18969)
* semantic trigger test

* database and model

* config

* embeddings maintainer and trigger post-processor

* api to create, edit, delete triggers

* frontend and i18n keys

* use thumbnail and description for trigger types

* image picker tweaks

* initial sync

* thumbnail file management

* clean up logs and use saved thumbnail on frontend

* publish mqtt messages

* webpush changes to enable trigger notifications

* add enabled switch

* add triggers from explore

* renaming and deletion fixes

* fix typing

* UI updates and add last triggering event time and link

* log exception instead of return in endpoint

* highlight entry in UI when triggered

* save and delete thumbnails directly

* remove alert action for now and add descriptions

* tweaks

* clean up

* fix types

* docs

* docs tweaks

* docs

* reuse enum
2025-08-16 10:20:33 -05:00
Nicolas Mowen
28f816b49a Classification improvements (#19020)
* Move classification training to full process

* Sort class images
2025-08-16 10:20:33 -05:00
Nicolas Mowen
13fb7bc260 Improve object classification (#18908)
* Ui improvements

* Improve image cropping and model saving

* Improve naming

* Add logs for training

* Improve model labeling

* Don't set sub label for none object classification

* Cleanup
2025-08-16 10:20:33 -05:00
Nicolas Mowen
ec6c04e49a Improve logging (#18867)
* Ignore numpy get limits warning

* Add function wrapper to redirect stdout and stderr to logpipe

* Save stderr too

* Add more to catch

* run logpipe

* Use other logging redirect class

* Use other logging redirect class

* add decorator for redirecting c/c++ level output to logger

* fix typing

---------

Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
2025-08-16 10:20:33 -05:00
Josh Hawkins
da0248db15 Don't try to close or join mp manager queues (#18866)
Multiprocessing Manager queues don't have a close() or join_thread() method, and the Manager will clean it up appropriately after we empty it. This prevents an infinite loop when an AttributeError exception fires for Manager AutoProxy queue objects.
2025-08-16 10:20:33 -05:00
Nicolas Mowen
542bf05bb8 Handle SIGINT with forkserver (#18860)
* Pass stopevent from main start

* Share stop event across processes

* preload modules

* remove explicit os._exit call

---------

Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
2025-08-16 10:20:33 -05:00
Nicolas Mowen
2f4d7353f4 Don't use staticmethod 2025-08-16 10:20:33 -05:00
Nicolas Mowen
ef060b97ca Reduce tf initialization 2025-08-16 10:20:33 -05:00
Nicolas Mowen
e832bb4bad Fix go2rtc init (#18708)
* Cleanup process handling

* Adjust process name
2025-08-16 10:20:33 -05:00
Josh Hawkins
4deccf08a1 Ensure logging config is propagated to forked processes (#18704)
* Move log level initialization to log

* Use logger config

* Formatting

* Fix config order

* Set process names

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2025-08-16 10:20:33 -05:00