Commit Graph

56 Commits

Author SHA1 Message Date
Nicolas Mowen
b7b7e1b78b 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
2024-11-16 07:49:14 -07:00
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
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
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
38d398c967
Dynamic attributes config (#14035)
* Add config for attribute map and generate all labels from the map

* Update docs

* Formatting

* Use the dynamic label map

* Fix check

* Fix docs typo
2024-09-28 07:49:04 -06:00
gtsiam
e8763b3697
Removed usage of PyYAML for config parsing. (#13883)
* Ignore entire __pycache__ folder instead of individual *.pyc files

* Ignore .mypy_cache in git

* Rework config YAML parsing to use only ruamel.yaml

PyYAML silently overrides keys when encountering duplicates, but ruamel
raises and exception by default. Since we're already using it elsewhere,
dropping PyYAML is an easy choice to make.

* Added EnvString in config to slim down runtime_config()

* Added gitlens to devcontainer

* Automatically call FrigateConfig.runtime_config()

runtime_config needed to be called manually before. Now, it's been
removed, but the same code is run by a pydantic validator.

* Fix handling of missing -segment_time

* Removed type annotation on FrigateConfig's parse

I'd like to keep them, but then mypy complains about some fundamental
errors with how the pydantic model is structured. I'd like to fix it,
but I'd rather work towards moving some of this config to the database.
2024-09-22 10:56:57 -05:00
Nicolas Mowen
d498fabe72
Update ffmpeg to 7 and update intel hwaccel docs (#13834)
* Update ffmpeg to 7 and update intel hwaccel docs

* Formatting

* Redo early gen naming

* Add gamma back in

* Fix table

* Add link to intel docs

* Add hwaccel arg for disabling gamma

* Formatting

* Fix tests

* Formatting

* Fix nvidia
2024-09-19 13:29:58 -06:00
gtsiam
edababa88e
Work through most of the cspell warnings in python (#13794) 2024-09-17 10:41:46 -05:00
Nicolas Mowen
18a6aa1824
Update ffmpeg to 7.0.2 (#13578)
* Update to ffmpeg 7.0

* Reduce CPU by not changing pixel format

* Add basic vulkan support

* Adjust gamma after vaapi change

* Formatting
2024-09-05 18:27:32 -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
Nicolas Mowen
012aa63571
Enforce minimum value for mqtt stats update (#12253) 2024-07-01 17:08:14 -05:00
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
461442b399
Save initial camera state to update when websocket connects (#11174)
* Send camera state to dispatcher

* Fix logic

* Cleanup

* Send camera activitiy in on connect

* Support reading initial camera state

* Fix key

* Formatting

* Sorting
2024-04-30 07:09:50 -06:00
Nicolas Mowen
c035241b39
Clear ongoing reviews on startup (#11097)
* Add topic to clear ongoing review segments

* Clear ongoing review items on startup
2024-04-24 08:44:28 -05:00
Nicolas Mowen
f6ff1c84b8
Truncate write ahead log if it gets too big (#10866)
* Truncate write ahead log if it gets too big

* formatting

* Reduce size
2024-04-07 15:37:12 -05:00
Nicolas Mowen
1c5d6765a1
Preview improvements (#10384)
* Write preview frames as webp instead of jpg and ensure webp are cached in nginx

* Support preview player that shows current hour images

* Update to get preview player working

* Use timestamp based recordings check instead of calendar

* Start motion review from current time

* Adjust layout

* Use preview players for previews

* remove vite

* Cleanup

* Fix up the layout
2024-03-11 18:31:05 -05:00
Nicolas Mowen
940be5dc6f
Create ReviewSegment table in DB for organizing detections to be reviewed (#9918)
* Add review to database

* Create main manager for review segments

* Upsert and maintain review segments

* Update logic for adding new segments

* Add api

* Support deleting review segments on recording cleanup

* Add field for alert labels

* Formatting

* Logic fixes

* Save 16:9 thumbnail for review segment

* Ensure that crop is 16:9

* Fix non detected objects being added

* Only include true positives

* Add sub labels to data
2024-02-20 16:26:09 -07:00
Nicolas Mowen
dba21b606d
Convert config updating and video/audio queues to use zmq (#9893)
* Add config pub / sub pattern

* remove recording from feature metrics

* remove audio and feature metrics

* Check for updates from all cameras

* remove birdseye from camera metrics

* remove motion and detection camera metrics

* Ensure that all processes are stopped

* Stop communicators

* Detections

* Cleanup video output queue

* Use select for time sensitive polls

* Use ipc instead of tcp
2024-02-19 07:26:59 -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
Blake Blackshear
198dbbdff1 Merge remote-tracking branch 'origin/master' into dev 2024-02-14 18:20:55 -06:00
Nicolas Mowen
50563eef8d
Nms optimize for stationary cars (#9684)
* Use different nms values for different object types

* Add tests

* Format tests
2024-02-05 17:52:06 -06:00
Nicolas Mowen
0ee81c7526 Automatically detect hwaccel args (#9142)
* Automatically detect nvidia / vaapi hwaccel args

* Update docs

* Use auto for hwaccel args

* Formatting
2024-01-31 12:56:11 +00:00
Josh Hawkins
d430b99562 Autotracking: better handle objects that touch frame edges (#9062)
* handle edge cases better

* don't lowercase status strings

* ruff formatting
2024-01-31 12:56:11 +00:00
Nicolas Mowen
cfda531f5a Write a low resolution low fps stream from decoded frames (#8673)
* Generate low res low fps previews for recordings viewer

* Make sure previews end on the hour

* Fix durations and decrase keyframe interval to ensure smooth scrubbing

* Ensure minimized resolution is compatible with yuv

* Add ability to configure preview quality

* Fix

* Clean up previews more efficiently

* Use iterator
2024-01-31 12:56:11 +00:00
Nicolas Mowen
7d157dfeb0
Set max value for pre_capture (#8656) 2023-11-18 15:37:06 -06:00
Nicolas Mowen
89dd114da1
Write recording segments to cache with timezone info (#8468)
* Store recording segments with timezone info

* Don't use _

* Use different separator due to timezone
2023-11-05 14:30:29 -06:00
Josh Hawkins
af24eb7dbf
Autotracking tweaks (#8400)
* optimize motion and velocity estimation

* change recommended fps and fix config validate

* remove unneeded var

* process at most 3 objects per second

* fix test
2023-11-01 06:12:43 -05:00
Josh Hawkins
9df5927ac5
Autotracking bugfixes and zooming updates (#8103)
* zoom in/out in search for lost objects

* predicted box should not be empty

* clean up and update zoom logic

* only zoom if enabled

* more cleanup

* check for valid velocity when zooming

* only try absolute zoom in if obj area has changed

* zoom logic

* don't enqueue lost object zoom if already at limit

* don't disable motion boxes during ptz moves

* velocity threshold based on move coefficients

* fix area zoom logic

* disable debug zoom

* don't process objects if ptz moving

* recalc with exponent

* change exponent

* remove lost object zooming

* increase distance threshold for stationary object

* increase distance threshold constant

* only zoom out if nonzero

* camera name in all debug logging

* add camera name to debug logging

* camera variable name consistency

* update calibration behavior and docs

* docs and better zooming

* more sensible target values

* docs wording

* fix velocity threshold variable

* zooming tweaks and remove iou for current objects

* debug and docs

* get valid velocity

* include zero

* additional debug statements

* add zoom hysteresis

* zoom on initial move if relative

* only update target box if we actually zoom

* merge dev

* use getattr instead of get

* increase distance threshold

* reverse logic

* get_camera_status after preset move to store zoom

* final tweaks and docs

* use constants and catch possible debug exception

* adjust zoom factor exponent

* don't run motion estimation when calling preset

* adjust dimension threshold

* use numpy for velocity estimate calcs

* more numpy conversion

* fix numpy shapes

* numpy zeros dimension

* more zoom out conditions

* fix velocity bug

* ensure init has been called in debug view

* ensure onvif init if enabling by mqtt

* change default hysteresis values

* recalc relative zoom value

* zoom out value

* try to zoom when object isn't moving

* try zoom when tracked object is not moving

* don't try to zoom every time

* negate zoom out condition when needed

* hysteresis constants for absolute zooming

* update zoom conditions

* don't recalc target box on zoom only

* zoom out if above area threshold

* don't print zooming debug for stationary obj

* revamp zooming to use area moving average

* zooming tweaks and expose property

* limit zoom with max target box

* use calibration to determine zoom levels

* zoom logic fix

* docs

* add tapo c200 camera

* fix initial absolute zoom

* small zoom logic fix

* better invalid velocity checks

* fix test

* really fix test this time
2023-10-22 12:59:13 -04:00
Nicolas Mowen
e80b6d9e5b
Use different consolidation requirement depending on label (#8249) 2023-10-20 19:29:52 -04:00
Nicolas Mowen
91f7d67c5e
Smarter Regions (#8194)
* Smarter Regions

* Formatting

* Cleanup

* Fix motion region checking logic

* Add database table and migration for regions

* Update region grid on startup

* Revert init delay change

* Fix mypy

* Move object related functions to util

* Remove unused

* Fix tests

* Remove log

* Update the region daily at 2

* Fix logic

* Formatting

* Initialize grid before starting processing frames

* Move back to creating grid in main process

* Formatting

* Fixes

* Formating

* Fix region check

* Accept all but true

* Use regions grid for startup scan

* Add clarifying comment

* Fix new grid requests

* Add tests

* Delete stale region grids from DB
2023-10-18 18:21:52 -05:00
Nicolas Mowen
761daf46ea
Refactor Recordings (#7275)
* Run ffmpeg sub process & video_properties as async

* Run recording cleanup in the main process

* More cleanup

* Use inter process communication to write recordings into the DB

* Formatting
2023-07-26 05:55:08 -05:00
Nicolas Mowen
c5b8d13beb
Save audio scores and add audio filter config (#7185)
* Send and save score for external events

* Add audio filters config

* Fix access

* Add docs

* Cleanup
2023-07-17 06:07:15 -05:00
Nicolas Mowen
662025a961
Remove faster_fifo (#7181)
* Remove faster_fifo

* Remove const
2023-07-16 07:42:56 -05:00
Nicolas Mowen
3a0c36e8db
Refactor ff queue size (#7116)
* Refactor queue size

* Only use enabled cameras

* Formatting
2023-07-14 06:29:11 -05:00
Nicolas Mowen
d6f82f9edc
Fix queues (#7087)
* Fix queues

* Change name

* Use standard queue for limited queue

* remove unused

* isort
2023-07-08 06:46:31 -05:00
Andrew Reiter
325205740b
Check ffmpeg version instead of checking for presence of BTBN_PATH (#7023)
* Check ffmpeg version instead of checking for presence of BTBN_PATH

* Query ffmpeg version in s6 run script instead of subprocessing in every import

* Define LIBAVFORMAT_VERSION_MAJOR in devcontainer too

* Formatting

* Default ffmpeg version to current btbn version so unit tests pass
2023-07-06 07:35:26 -05:00
Nicolas Mowen
c3b313a70d
Audio events (#6848)
* Initial audio classification model implementation

* fix mypy

* Keep audio labelmap local

* Cleanup

* Start adding config for audio

* Add the detector

* Add audio detection process keypoints

* Build out base config

* Load labelmap correctly

* Fix config bugs

* Start audio process

* Fix startup issues

* Try to cleanup restarting

* Add ffmpeg input args

* Get audio detection working

* Save event to db

* End events if not heard for 30 seconds

* Use not heard config

* Stop ffmpeg when shutting down

* Fixes

* End events correctly

* Use api instead of event queue to save audio events

* Get events working

* Close threads when stop event is sent

* remove unused

* Only start audio process if at least one camera is enabled

* Add const for float

* Cleanup labelmap

* Add audio icon in frontend

* Add ability to toggle audio with mqtt

* Set initial audio value

* Fix audio enabling

* Close logpipe

* Isort

* Formatting

* Fix web tests

* Fix web tests

* Handle cases where args are a string

* Remove log

* Cleanup process close

* Use correct field

* Simplify if statement

* Use var for localhost

* Add audio detectors docs

* Add restream docs to mention audio detection

* Add full config docs

* Fix links to other docs

---------

Co-authored-by: Jason Hunter <hunterjm@gmail.com>
2023-07-01 08:18:33 -05:00
Nicolas Mowen
9137f1594b
Remove legacy recordings file cleanup (#6947)
* Remove legacy recordings file cleanup

* Remove unused
2023-06-30 07:13:00 -05:00
Nicolas Mowen
ece070fee1
Load labels dynamically for event filters (#6896)
* Load labels dynamically to include custom events and audio, do not include attribute labels

* Formatting

* Fix sorting

* Also filter tracked object list on camera page

* isort

* Don't fail before load
2023-06-28 05:51:53 -05:00
Nicolas Mowen
d3949eebfa
Add API and WebUI to export recordings (#6550)
* Add ability to export frigate clips

* Add http endpoint

* Add dir to nginx

* Add webUI

* Formatting

* Cleanup unused

* Optimize timelapse

* Fix pts

* Use JSON body for params

* Use hwaccel to encode when available

* Print ffmpeg command when fail

* Print ffmpeg command when fail

* Add separate ffmpeg preset for timelapse

* Add docs outlining the export directory

* Add export docs

* Use ''

* Fix playlist max time

* Lower max playlist time

* Add api docs for export

* isort fixes
2023-06-08 07:32:35 -04:00
Martin Weinelt
ab50d0b006
Add isort and ruff linter (#6575)
* Add isort and ruff linter

Both linters are pretty common among modern python code bases.

The isort tool provides stable sorting and grouping, as well as pruning
of unused imports.

Ruff is a modern linter, that is very fast due to being written in rust.
It can detect many common issues in a python codebase.

Removes the pylint dev requirement, since ruff replaces it.

* treewide: fix issues detected by ruff

* treewide: fix bare except clauses

* .devcontainer: Set up isort

* treewide: optimize imports

* treewide: apply black

* treewide: make regex patterns raw strings

This is necessary for escape sequences to be properly recognized.
2023-05-29 05:31:17 -05:00
Blake Blackshear
9bf98f908d
add plus integration for models (#6328) 2023-04-30 13:32:36 -05:00
Nicolas Mowen
e451f44ced
Move recording management to separate process (#6248)
* Move recordings management to own process and ensure db multiprocess access

* remove reference to old threads

* Cleanup directory remover

* Mypy fixes

* Fix mypy

* Add support back for setting record via MQTT and WS

* Formatting

* Fix rebase issue
2023-04-26 07:25:26 -06:00
Felipe Santos
cdd8e6fd4e
Migrate default database path from /media/frigate to /config (#5219)
* Migrate db path to /config

* Ensure oneshot runs

* Put logic inside of Frigate's run

* Use new db default path in code

* Fix missing config dir

* Upgrade yq to 4.33.3
2023-04-23 11:35:40 -05:00
Blake Blackshear
1f963ec5aa
Fix raspberry pi hwaccel (#4955)
* use ffmpeg from raspbian repo

* dynamically choose timeout param

* invert logic

* Add hwaccel presets for rpi

Co-authored-by: Nick Mowen <nickmowen213@gmail.com>
2023-01-08 07:04:58 -06:00
Nicolas Mowen
ff56262c6e
Add ability to restream birdseye (#4761)
* Try using RTSP for restream

* Add ability to get snapshot of birdseye when birdseye restream is enabled

* Write to pipe instead of encoding mpeg1

* Write to cache instead

* Use const for location

* Formatting

* Add hardware encoding for birdseye based on ffmpeg preset

* Provide framerate

* Adjust args

* Fix order

* Delete pipe file if it exists

* Cleanup spacing

* Fix spacing
2022-12-31 08:54:10 -06:00
Nicolas Mowen
369299315f
Optimize nginx & recordings (#4688)
* Add segment duration metadata

* Use faststart only for kept segments

* Add more options for performance

* Build nginx locally

* Build nginx in dockerfile and enable threaded vod handling

* Use DASH instead of hls

* Allow player to continue on error

* Undo DASH change

* Fix typo

* Correct log

* Fix bad comments

* Fix indentation

* Preload stream

* remove unused

* Fix spacing

* Fix tabs / sspaces

* Retab

* More cleanup
2022-12-17 17:53:34 -06:00
Nicolas Mowen
aaedd24f37
Add GPU stats to the /stats API and debug screen (#3931)
* Add ffprobe endpoint

* Get ffprobe for multiple inputs

* Copy ffprobe in output

* Fix bad if statement

* Return full output of ffprobe process

* Return full output of ffprobe process

* Make ffprobe button show dialog with output and option to copy

* Add driver names to consts

* Add driver env var name

* Setup general tracking for GPU stats

* Catch RPi args as well

* Add util to get radeontop results

* Add real amd GPU stats

* Fix missed arg

* pass config

* Use only the values

* Fix vram

* Add nvidia gpu stats

* Use nvidia stats

* Add chart for gpu stats

* Format AMD with space between percent

* Get correct nvidia %

* Start to add support for intel GPU stats

* Block out RPi as util is not currently available

* Formatting

* Fix mypy

* Strip for float conversion

* Strip for float conversion

* Fix percent formatting

* Remove name from gpu map

* Add tests and fix AMD formatting

* Add nvidia gpu stats test

* Formatting

* Add intel_gpu_top for testing

* Formatting

* Handle case where hwaccel is not setup

* Formatting

* Check to remove none

* Don't use set

* Cleanup and fix types

* Handle case where args is list

* Fix mypy

* Cast to str

* Fix type checking

* Return none instead of empty

* Fix organization

* Make keys consistent

* Make gpu match style

* Get support for vainfo

* Add vainfo endpoint

* Set vainfo output in error correctly

* Remove duplicate function

* Fix errors

* Do cpu & gpu work asynchonously

* Fix async

* Fix event loop

* Fix crash

* Fix naming

* Send empty data for gpu if error occurs

* Show error if gpu stats could not be retrieved

* Fix mypy

* Fix test

* Don't use json for vainfo

* Fix cross references

* Strip unicode still

* await vainfo response

* Add gpu deps

* Formatting

* remove comments

* Use empty string

* Add vainfo back in
2022-11-28 19:24:20 -06:00
Nicolas Mowen
68248cc274
Clean http password, clean path in debug config as well (#4519)
* Clean ffmpeg paths

* Clean http passwords too

* Make check optional
2022-11-26 19:18:33 -06:00
Nate Meyer
40cb5102b0
Support more special chars in camera passwords (#4259)
* Support more special chars in camera passwords

* End password test with double @ chars

* Escape passwords in paths for go2rtc

* Fixes for formatting
2022-11-05 21:42:32 -05:00