Commit Graph

1478 Commits

Author SHA1 Message Date
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
Nicolas Mowen
3cff0df0ce
Bug fixes (#14092)
* Fix path of selected GPU

* Fix selection bug

* Simplify
2024-10-01 07:54:27 -06:00
Nicolas Mowen
15fa55c223
Refactor attribute saving (#14090)
* Refactor attribute saving

* Ensure sub label is not overwritten

* Formatting

* Fix unused
2024-10-01 07:31:03 -06:00
Nicolas Mowen
594ca3a04b
Don't assume single render device is D128 (#14091) 2024-10-01 07:27:41 -06:00
Josh Hawkins
fafe5623d1
UI tweaks (#14088)
* fix squashed alert thumbnails in filmstrip

* add genai debug logs

* consistent themed image loading indicator background color

* improve image loading skeleton in object lifecycle pane

* less rounding when screen is smaller

* use browser back button to dismiss review pane

* initial state
2024-10-01 07:01:45 -06:00
Nicolas Mowen
f36e7430ae
Fix logging (#14079)
* Fix log level setting

* fix app.py mypy issues
2024-09-30 17:45:22 -05:00
Nicolas Mowen
94fd75e014
Misc Improvements (#14076)
* Return ID of export in http response

* Ignore keyboard listener when typing in text field

* Add other keyboard listeners
2024-09-30 16:55:44 -05:00
Josh Hawkins
95d6da3111
Add ability to configure genai to use snapshot instead of thumbnails (#14077)
* Allow embedding of snapshot for description via config option

* docs

* frontend button

* Backend

* crop snapshot to region

* only show dropdown when event has snapshot

* fix cursor on dropdown

* crop on initial generation as well

* use enum for type

* fix type
2024-09-30 15:54:53 -06:00
Nicolas Mowen
4dc4704bb4
Improve Intel GPU stats (#14073)
* Fix formatting

* Fix test
2024-09-30 16:41:14 -05:00
Nicolas Mowen
18bf7f93fa
Improve rocm handling of different models (#14072)
* Improve rocm handling of different models

* Formatting

* Fix type check
2024-09-30 16:40:46 -05:00
Nicolas Mowen
c73f694c63
Improve gamma filter (#14065)
* Improve gamma filter

* Fix tests
2024-09-30 11:42:51 -06:00
Josh Hawkins
3688a3bc67
Misc fixes (#14064)
* Add loading indicator when explore view is revalidating

* Portal tooltip in object lifecycle pane

* Better config file handling

* Only manually set aspect ratio when using alert videos
2024-09-30 07:32:54 -06:00