Commit Graph

40 Commits

Author SHA1 Message Date
Nicolas Mowen
13e90fc6e0 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
2024-11-24 08:33:08 -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
Nicolas Mowen
f9b246dbd0
Deps updates (#14556)
* Update nvidia deps

* Update python deps

* Update web deps
2024-10-24 08:48:14 -05:00
Nicolas Mowen
bc3a06178b
Embedding gpu (#14253) 2024-10-09 19:46:31 -06:00
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
Josh Hawkins
40fe3b4358
Search functionality and UI tweaks (#13978)
* Portal tooltips

* Add ability to time_range filter chroma searches

* centering and padding consistency

* add event id back to chroma metadata

* query sqlite first and pass those ids to chroma for embeddings search

* ensure we pass timezone to the api call

* remove object lifecycle from search details for non-object events

* simplify hour calculation

* fix query without filters

* bump chroma version

* chroma 0.5.7

* fix selecting camera group in cameras filter button
2024-09-26 15:30:56 -05:00
Rui Alves
cffc431bf0
Frigate HTTP API using FastAPI (#13871)
* POC: Added FastAPI with one endpoint (get /logs/service)

* POC: Revert error_log

* POC: Converted preview related endpoints to FastAPI

* POC: Converted two more endpoints to FastAPI

* POC: lint

* Convert all media endpoints to FastAPI. Added /media prefix (/media/camera && media/events && /media/preview)

* Convert all notifications API endpoints to FastAPI

* Convert first review API endpoints to FastAPI

* Convert remaining review API endpoints to FastAPI

* Convert export endpoints to FastAPI

* Fix path parameters

* Convert events endpoints to FastAPI

* Use body for multiple events endpoints

* Use body for multiple events endpoints (create and end event)

* Convert app endpoints to FastAPI

* Convert app endpoints to FastAPI

* Convert auth endpoints to FastAPI

* Removed flask app in favour of FastAPI app. Implemented FastAPI middleware to check CSRF, connect and disconnect from DB. Added middleware x-forwared-for headers

* Added starlette plugin to expose custom headers

* Use slowapi as the limiter

* Use query parameters for the frame latest endpoint

* Use query parameters for the media snapshot.jpg endpoint

* Use query parameters for the media MJPEG feed endpoint

* Revert initial nginx.conf change

* Added missing even_id for /events/search endpoint

* Removed left over comment

* Use FastAPI TestClient

* severity query parameter should be a string

* Use the same pattern for all tests

* Fix endpoint

* Revert media routers to old names. Order routes to make sure the dynamic ones from media.py are only used whenever there's no match on auth/etc

* Reverted paths for media on tsx files

* Deleted file

* Fix test_http to use TestClient

* Formatting

* Bind timeline to DB

* Fix http tests

* Replace filename with pathvalidate

* Fix latest.ext handling and disable uvicorn access logs

* Add cosntraints to api provided values

* Formatting

* Remove unused

* Remove unused

* Get rate limiter working

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2024-09-24 07:05:30 -06:00
Nicolas Mowen
6bafb68d77
Remove PyYAML usages and dependency (#13889) 2024-09-22 14:08:36 -05:00
Nicolas Mowen
61a4a4bc2f
Update openvino to 2024.3 (#13861) 2024-09-20 17:20:11 -05:00
Nicolas Mowen
2362d0e838
Override onnx clip loading (#13800)
* Set caching options for hardware providers

* Always use CPU for searching

* Use new install strategy to remove onnxruntime and then install post wheels
2024-09-17 13:24:35 -06:00
Nicolas Mowen
90d7fc6bc5
Install no deps separately for wheel (#13799)
* Install no deps separately for wheel

* Fix order

* fix arg
2024-09-17 11:04:51 -06:00
Nicolas Mowen
17901fcfef
Fix arm build (#13608) 2024-09-07 09:40:31 -05:00
Nicolas Mowen
149339a8d9
Install onnxruntime with openvino execution provider (#13587)
* Install onnxruntime with openvino execution provider

* Update requirements-wheels.txt

* Still include openvino
2024-09-06 14:18:48 -05:00
Nicolas Mowen
cf7718132a Update python deps (#13413) 2024-08-29 20:19:50 -06:00
Nicolas Mowen
690ee3dc15 Implement support for notifications (#12523)
* Setup basic notification page

* Add basic notification implementation

* Register for push notifications

* Implement dispatching

* Add fields

* Handle image and link

* Add notification config

* Add field for users notification tokens

* Implement saving of notification tokens

* Implement VAPID key generation

* Implement public key encoding

* Implement webpush from server

* Implement push notification handling

* Make notifications config only

* Add maskable icon

* Use zod form to control notification settings in the UI

* Use js

* Always open notification

* Support multiple endpoints

* Handle cleaning up expired notification registrations

* Correctly unsubscribe notifications

* Change ttl dynamically

* Add note about notification latency and features

* Cleanup docs

* Fix firefox pushes

* Add links to docs and improve formatting

* Improve wording

* Fix docstring

Co-authored-by: Blake Blackshear <blake@frigate.video>

* Handle case where native auth is not enabled

* Show errors in UI

---------

Co-authored-by: Blake Blackshear <blake@frigate.video>
2024-08-29 20:19:50 -06:00
Jason Hunter
36cbffcc5e Semantic Search for Detections (#11899)
* Initial re-implementation of semantic search

* put docker-compose back and make reindex match docs

* remove debug code and fix import

* fix docs

* manually build pysqlite3 as binaries are only available for x86-64

* update comment in build_pysqlite3.sh

* only embed objects

* better error handling when genai fails

* ask ollama to pull requested model at startup

* update ollama docs

* address some PR review comments

* fix lint

* use IPC to write description, update docs for reindex

* remove gemini-pro-vision from docs as it will be unavailable soon

* fix OpenAI doc available models

* fix api error in gemini and metadata for embeddings
2024-08-29 20:19:50 -06:00
Josh Hawkins
a0741aa7b1
Remove matplotlib and generate color palette to mimic matplotlib's colors (#12327) 2024-07-07 12:53:00 -06:00
Blake Blackshear
4313fd97aa
Adds support for YOLO-NAS in OpenVino (#11645)
* update onnxruntime

* support for yolo-nas in openvino

* cleanup notebook

* update docs

* improve docs

* handle AUTO issue and update docs
2024-06-07 05:52:08 -06:00
Blake Blackshear
4e569ad644
Update deps (#11799)
* web deps

* python deps
2024-06-07 05:50:45 -06:00
Blake Blackshear
bfeb7b8a96
upgrade to latest openvino version (#11563) 2024-05-27 14:49:35 -06:00
Nicolas Mowen
c935eb0c79
Update Deps (#11480)
* Update web deps

* Update python deps

* revert matplotlib
2024-05-22 08:41:43 -06:00
Blake Blackshear
1133202cbd
Auth! (#11347)
* reload the window on 401

* backend apis for auth

* add login page

* re-enable web linter

* fix login page routing

* bypass csrf for internal auth endpoint

* disable healthcheck in devcontainer target

* include login page in vite build

* redirect to login page on 401

* implement config for users and settings

* implement JWT actual secret

* add brute force protection on login

* add support for redirecting from auth failures on api calls

* return location for redirect

* default cookie name should pass regex test

* set hash iterations to current OWASP recommendation

* move users to database instead of config

* config option to reset admin password on startup

* user management UI

* check for deleted user on refresh

* validate username and fixes

* remove password constraint

* cleanup

* fix user check on refresh

* web fixes

* implement auth via new external port

* use x-forwarded-for to rate limit login attempts by ip

* implement logout and profile

* fixes

* lint fixes

* add support for user passthru from upstream proxies

* add support for specifying a logout url

* add documentation

* Update docs/docs/configuration/authentication.md

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>

* Update docs/docs/configuration/authentication.md

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2024-05-18 10:36:13 -06:00
Nicolas Mowen
c83c13938c
Update deps (#11044)
* Update web deps

* Update docs deps

* Update python deps
2024-04-19 17:13:01 -05:00
Nicolas Mowen
3788df5bc6
Implement config migration and restructure config for new review format (#10961)
* Update reference config to reflect new config

* Migrate 0.13 config to match 0.14 config style

* Overwrite existing config

* Adjust config schema to remove events required zones and include reviews

* Update object config to check correct required zones config

* Refactor reviews to remove motion and only create review segments in expected circumstances

* Cleanup

* Formatting

* Fix update ordering

* Update pydantic

* Remove rtmp references as part of migration

* Catch file not found for alert frame
2024-04-13 06:08:20 -06:00
Nicolas Mowen
8163c036ef
Use zmq for event end queue and update python deps (#10886)
* Use zmq for events ended

* Cleanup

* Update deps

* formatting
2024-04-08 18:19:45 -05:00
dependabot[bot]
7b7d3c56cc
Bump pytz from 2023.3.post1 to 2024.1 in /docker/main (#9592) 2024-03-25 18:08:31 -06:00
Nicolas Mowen
3c4b1fb6f2
Update flask and restructure into api folder with apis put into separate folders (#10193)
* Update flask

* Update flask and break apart different sections into different files

* formatting

* Fix test and add safety check
2024-03-02 22:10:37 +00:00
Nicolas Mowen
96bf06a7d8
update paho requirement (#10166) 2024-03-01 05:50:57 -07:00
Nicolas Mowen
cb30450060
Migrate pydantic to V2 (#10142)
* Run pydantic migration tool

* Finish removing deprecated functions

* Formatting

* Fix movement weights type

* Fix movement weight test

* Fix config checks

* formatting

* fix typing

* formatting

* Fix

* Fix serialization issues

* Formatting

* fix model namespace warnings

* Update formatting

* Format go2rtc file

* Cleanup migrations

* Fix warnings

* Don't include null values in config json

* Formatting

* Fix test

---------

Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
2024-02-29 16:10:13 -07:00
Martin Weinelt
5720b63d70
Import escape function directly from markupsafe (#9858)
Adds a direct dependency on markupsafe, instead of relying on the
implicit dependency via Flask.

This is in preparation of Flask 3.0 support, which will drop compat for
importing escape indirectly.
2024-02-16 06:08:44 -06:00
Nicolas Mowen
dd3dc7949a
Use zmq for inter process communication (#9309)
* Use zmq for inter process communication

* Use localhost for reply and request

* Use pyobj instead of json and Need to use separate requestors for each audio listener

* Cleanup port defining
2024-02-14 18:24:36 -06:00
harakas
44d8cdbba1
AMD GPU support with the rocm detector and YOLOv8 pretrained model download (#9762)
* ROCm AMD/GPU based build and detector, WIP

* detectors/rocm: separate yolov8 postprocessing into own function; fix box scaling; use cv2.dnn.blobForImage for preprocessing; assert on required model parameters

* AMD/ROCm: add couple of more ultralytics models; comments

* docker/rocm: make imported model files readable by all

* docker/rocm: readme about running on AMD GPUs

* docker/rocm: updated README

* docker/rocm: updated README

* docker/rocm: updated README

* detectors/rocm: separated preprocessing functions into yolo_utils.py

* detector/plugins: added onnx cpu plugin

* docker/rocm: updated container with limite label sets

* example detectors view

* docker/rocm: updated README.md

* docker/rocm: update README.md

* docker/rocm: do not set HSA_OVERRIDE_GFX_VERSION at all for the general version as the empty value broke rocm

* detectors: simplified/optimized yolov8_postprocess

* detector/yolo_utils: indentation, remove unused variable

* detectors/rocm: default option to conserve cpu usage at the expense of latency

* detectors/yolo_utils: use nms to prefilter overlapping boxes if too many detected

* detectors/edgetpu_tfl: add support for yolov8

* util/download_models: script to download yolov8 model files

* docker/main: add download-models overlay into s6 startup

* detectors/rocm: assume models are in /config/model_cache/yolov8/

* docker/rocm: compile onnx files into mxr files at startup

* switch model download into bash script

* detectors/rocm: automatically override HSA_OVERRIDE_GFX_VERSION for couple of known chipsets

* docs: rocm detector first notes

* typos

* describe builds (harakas temporary)

* docker/rocm: also build a version for gfx1100

* docker/rocm: use cp instead of tar

* docker.rocm: remove README as it is now in detector config

* frigate/detectors: renamed yolov8_preprocess->preprocess, pass input tensor element type

* docker/main: use newer openvino (2023.3.0)

* detectors: implement class aggregation

* update yolov8 model

* add openvino/yolov8 support for label aggregation

* docker: remove pointless s6/timeout-up files

* Revert "detectors: implement class aggregation"

This reverts commit dcfe6bbf6f.

* detectors/openvino: remove class aggregation

* detectors: increase yolov8 postprocessing score trershold to 0.5

* docker/rocm: separate rocm distributed files into its own build stage

* Update object_detectors.md

* updated CODEOWNERS file for rocm

* updated build names for documentation

* Revert "docker/main: use newer openvino (2023.3.0)"

This reverts commit dee95de908.

* reverrted openvino detector

* reverted edgetpu detector

* scratched rocm docs from any mention of edgetpu or openvino

* Update docs/docs/configuration/object_detectors.md

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>

* renamed frigate.detectors.yolo_utils.py -> frigate.detectors.util.py

* clarified rocm example performance

* Improved wording and clarified text

* Mentioned rocm detector for AMD GPUs

* applied ruff formating

* applied ruff suggested fixes

* docker/rocm: fix missing argument resulting in larger docker image sizes

* docs/configuration/object_detectors: fix links to yolov8 release files

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2024-02-10 06:41:46 -06:00
Nicolas Mowen
af3f6dadcb Improve graph using pandas (#9234)
* Ensure viewport is always full screen

* Protect against hour with no cards and ensure data is consistent

* Reduce grouped up image refreshes

* Include current hour and fix scrubbing bugginess

* Scroll initially selected timeline in to view

* Expand timelne class type

* Use poster image for preview on video player instead of using separate image view

* Fix available streaming modes

* Incrase timing for grouping timline items

* Fix audio activity listener

* Fix player not switching views correctly

* Use player time to convert to timeline time

* Update sub labels for previous timeline items

* Show mini timeline bar for non selected items

* Rewrite desktop timeline to use separate dynamic video player component

* Extend improvements to mobile as well

* Improve time formatting

* Fix scroll

* Fix no preview case

* Mobile fixes

* Audio toggle fixes

* More fixes for mobile

* Improve scaling of graph motion activity

* Add keyboard shortcut hook and support shortcuts for playback page

* Fix sizing of dialog

* Improve height scaling of dialog

* simplify and fix layout system for timeline

* Fix timeilne items not working

* Implement basic Frigate+ submitting from timeline
2024-01-31 12:56:11 +00:00
Sergey Krashevich
500d369c50
Fix: workaround for drawing non-latin characters (#7686)
* Add transliteration support to draw_box_with_label function

* isort
2023-11-21 02:05:51 +00:00
Blake Blackshear
aefecad4c0
Update deps (#8426)
* update web deps

* other deps
2023-11-02 13:36:49 +00:00
Blake Blackshear
e13a176820
Update deps (#8261)
* update web deps

* update python deps

* actions deps
2023-10-21 10:53:21 -05:00
Nicolas Mowen
a1b50d2cf4
Update python deps (#7763) 2023-09-11 17:07:29 -05:00
Andrew Reiter
7d3e5c9c4c
Revert numpy upgrade (#7341)
* Revert numpy upgrade

* Upgrade arm64 onnx version to match amd64

* Increase CODEOWNERS granularity

Not sure if it has an effect since I don't have repository write access
2023-07-31 21:45:50 -05:00
Nate Meyer
b42e995f0f
Update OpenVINO 2022.3.1 (#7319)
* Use build platform for running OpenVino model conversion

* Update OpenVINO to 2022.3.1 and upgrade numpy
2023-07-28 19:27:53 -05:00
Nicolas Mowen
dc44a6c3b4
Community Supported Boards Framework (#7114)
* Make main frigate build non rpi specific and build rpi using base image

* Add boards to sidebar

* Fix docker build

* Fix docs build

* Update pr branch for testing

* remove target from rpi build

* Remove manual build

* Add push build for rpi

* fix typos, improve wording

* Add arm build for rpi

* Cleanup and add default github ref name

* Cleanup docker build file system

* Setup to use docker bake

* Add ci/cd for bake

* Fix path

* Fix devcontainer

* Set targets

* Fix build

* Fix syntax

* Add wheels target

* Move dev container to trt

* Update key and fix rpi local

* Move requirements files and set intermediate targets

* Add back --load

* Update docs for community board development

* Update installation docs to reflect different builds available

* Update docs with official and community supported headers

* Update codeowners docs

* Update docs

* Assemble main and standard builds

* Change order of pushes

* Remove community board after successful build

* Fix rpi bake file names
2023-07-23 16:45:29 -05:00