Commit Graph

163 Commits

Author SHA1 Message Date
jrhelbert
7612c3ece0
Remove hardcoded usage of /dev/dri/card0 in call to intel_gpu_top (#18236)
Not everyone is using /dev/dri/card0. I recommend switching to these more generic parameters for intel_gpu_top_command (line 307 in the 0.16.0-beta2 version of services.py):
intel_gpu_top_command += ["-d", "sriov"]
2025-05-14 20:54:06 -06:00
Martin Weinelt
4d4d54d030
Fix various typing issues (#18187)
* Fix the `Any` typing hint treewide

There has been confusion between the Any type[1] and the any function[2]
in typing hints.

[1] https://docs.python.org/3/library/typing.html#typing.Any
[2] https://docs.python.org/3/library/functions.html#any

* Fix typing for various frame_shape members

Frame shapes are most likely defined by height and width, so a single int
cannot express that.

* Wrap gpu stats functions in Optional[]

These can return `None`, so they need to be `Type | None`, which is what
`Optional` expresses very nicely.

* Fix return type in get_latest_segment_datetime

Returns a datetime object, not an integer.

* Make the return type of FrameManager.write optional

This is necessary since the SharedMemoryFrameManager.write function can
return None.

* Fix total_seconds() return type in get_tz_modifiers

The function returns a float, not an int.

https://docs.python.org/3/library/datetime.html#datetime.timedelta.total_seconds

* Account for floating point results in to_relative_box

Because the function uses division the return types may either be int or
float.

* Resolve ruff deprecation warning

The config has been split into formatter and linter, and the global
options are deprecated.
2025-05-13 08:27:20 -06:00
Josh Hawkins
2c9bfaa49c
Fixes (#18176)
* Add camera name tooltip to previews in recording view

* Apply face area check to cv2 face detection

* Delete review thumbnails

* Don't import hailo until it is used

* Add comment

* Clean up camera name

* Filter out empty keys when updating yaml config

HA ingress seems to randomly add an equal sign to the PUT urls for updating the config from the UI. This fix prevents empty keys from being processed, but still allows empty values.

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2025-05-13 08:27:07 -06:00
Josh Hawkins
8094dd4075
Fixes (#18117)
* face library i18n fixes

* face library i18n fixes

* add ability to use ctrl/cmd S to save in the config editor

* Use datetime as ID

* Update metrics inference speed to start with 0 ms

* fix android formatted thumbnail

* ensure role is comma separated and stripped correctly

* improve face library deletion

- add a confirmation dialog
- add ability to select all / delete faces in collections

* Implement lazy loading for video previews

* Force GPU for large embedding model

* GPU is required

* settings i18n fixes

* Don't delete train tab

* webpush debugging logs

* Fix incorrectly copying zones

* copy path data

* Ensure that cache dir exists for Frigate+

* face docs update

* Add description to upload image step to clarify the image

* Clean up

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2025-05-09 07:36:44 -06:00
Josh Hawkins
511542eaf8
Fixes (#18055)
* frigate+ pane i18n fix

* catch more exceptions

* explore search result tooltip i18n fix

* i18n fix

* remove comments about deprecated strftime_fmt

* Catch producers exists but is None

* Formatting

* fix live camera view i18n

* Add default role config for proxy users

This allows users to specify a default role for users when using a proxy for auth. This can be useful for users who can't/don't want to define a header mapping for the remote-role header.

* update reference config and auth docs

* clarify face rec camera level config

* clarify auth docs

* Fix onnx not working with openvino

* Update openvino to fix failed npu plugin check

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2025-05-05 20:42:24 -06:00
Nicolas Mowen
895afcdb0e
Various Fixes (#18035)
* Support multi and single core rknn npus

* Update docs config to be more clear
2025-05-04 09:33:27 -06:00
Josh Hawkins
c91c6970de
Autotracking improvements (#17955)
* add zoom time to movement predictions

* config migrator

* add space to face rename regex

* more debug

* only calculate zoom time of relative move

* fix test

* make migrated movement weight a zero

* check for str and bool for movestatus support
2025-04-29 10:17:56 -06:00
Nicolas Mowen
38ffe21b69
Add support for rockchip GPU stats (#17812)
* Set rockchip GPU name

* Add support for calculating rockchip GPU load

* Format consistently

* Fix access error
2025-04-19 16:34:05 -05:00
Nicolas Mowen
80a13e43e9
Add support for NPU statistics in metrics page (#17806)
* Add npu usages as a statistic

* Support showing NPU stats in dashboard

* Add sys volume mount for npu usages

* Fix type

* Simplify check

* Cleanup

* Cleanup
2025-04-19 08:20:22 -06:00
Nicolas Mowen
1cdc9b6097
Implement YOLOx for RKNN (#17788)
* Implement yolox rknn inference and post processing

* rework docs
2025-04-18 14:44:02 -06:00
Nicolas Mowen
68382d89b4
Cleanup detection (#17785)
* Fix yolov9 NMS

* Improve batched yolo NMS

* Consolidate grids and strides calculation

* Use existing variable

* Remove

* Ensure init is called
2025-04-18 10:26:34 -06:00
Nicolas Mowen
19aaa64fe9
Add support for yolox models to onnx detector (#17773) 2025-04-18 06:40:06 -05:00
Josh Hawkins
760ed25f0c
LPR improvements (#17716)
* add support for multi-line plates

* config for model size

* default to small model

* add license plate as attribute to motorcycle

* use model size

* docs

* attribute map

* i18n key fix
2025-04-15 09:40:12 -06:00
Nicolas Mowen
bd0ee86db9
Refactor yolov9 detector to support v3, v4, v7 as well (#17697)
* Implement blobbed yolov7 post processing and consolidate yolo implementation

* Update documentation

* Add repo

* fix name
2025-04-14 16:05:41 -05:00
Nicolas Mowen
eabc316c7b
Various fixes (#17342)
* Remove imutils

* Ensure that state is maintained when setting search params

* Change script for version of setuptools

* Fix

* Fix
2025-03-24 12:25:36 -05:00
Nicolas Mowen
48e4c44b32
Add support for RF-DETR models (#17298)
* Add support for rf-detr models

* Add docs for rf-detr model

* Cleanup
2025-03-21 19:55:46 -05:00
Nicolas Mowen
bf22d89f67
Improve Face Library Management (#17213)
* Set maximum number of face images to be kept

* Fix vertical camera scaling

* adjust wording

* Add attributes to search data

* Add button to train face from event

* Handle event id saving in API
2025-03-17 16:57:46 -05:00
Chris Oelerich
f81bab8895
video['global'] can be empty resulting in a divide by zero (#16993)
* video['global'] can be empty resulting in a divide by zero

* formatting :(
2025-03-06 16:21:16 -06:00
Nicolas Mowen
30acd26898
Disable detection by default (#16980)
* Enable detection by default

* Migrate config to have detect enabled if it is not
2025-03-06 08:00:29 -06:00
Josh Hawkins
76c35307b2
Ensure genai thumbnails are always jpegs (#16939) 2025-03-04 07:34:19 -07:00
Nicolas Mowen
2946c935ee
Disabled camera output (#16920)
* Fix live cameras not showing on refresh

* Fix live dashboard when birdseye is added

* Handle cameras that are offline / disabled

* Use black instead of green frame

* Fix missing mqtt topics
2025-03-03 15:05:49 -06:00
Martin Weinelt
458134de5d
Reuse constants (#16874) 2025-02-28 21:35:09 -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
22cbf74dc8
Fix frigate log deduplication (#16759) 2025-02-23 06:25:50 -07:00
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
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
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
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
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
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
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
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
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
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
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
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
102a7695a3 Fix check 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
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
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
0e3fb6cbdd
Standardize handling of config files (#15451)
* Standardize handling of config files

* Formatting

* Remove unused
2024-12-11 18:46:42 -06:00