Commit Graph

14 Commits

Author SHA1 Message Date
Nicolas Mowen
34bf1b21df
Genai review summaries (#19473)
* Generate review item summaries with requests

* Adjust logic to only send important items

* Don't mention ladder

* Adjust prompt to be more specific

* Add more relaxed nature for normal activity

* Cleanup summary

* Update ollama client

* Add more directions to analyze the frames in order

* Remove environment from prompt
2025-08-12 16:27:35 -06:00
Nicolas Mowen
687b68246b
Improve comms typing (#18599)
* Enable mypy for comms

* Make zmq data types consistent

* Cleanup inter process typing issues

* Cleanup embeddings typing

* Cleanup config updater

* Cleanup recordings updator

* Make publisher have a generic type

* Cleanup event metadata updater

* Cleanup event metadata updater

* Cleanup detections updater

* Cleanup websocket

* Cleanup mqtt

* Cleanup webpush

* Cleanup dispatcher

* Formatting

* Remove unused

* Add return type

* Fix tests

* Fix semantic triggers config typing

* Cleanup
2025-08-08 07:08:37 -05:00
Nicolas Mowen
ad5076f645 Refactor TensorRT (#18643)
* Combine base and arm trt detectors

* Remove unused deps for amd64 build

* Add missing packages and cleanup ldconfig

* Expand packages for tensorflow model training

* Cleanup

* Refactor training to not reserve memory
2025-08-07 20:53:50 -06:00
Nicolas Mowen
698b782ecc Live classification model training (#18583)
* Implement model training via ZMQ and add model states to represent training

* Get model updates working

* Improve toasts and model state

* Clean up logging

* Add back in
2025-08-07 20:53:13 -06:00
Josh Hawkins
8911568fdf Audio transcription support (#18398)
* install new packages for transcription support

* add config options

* audio maintainer modifications to support transcription

* pass main config to audio process

* embeddings support

* api and transcription post processor

* embeddings maintainer support for post processor

* live audio transcription with sherpa and faster-whisper

* update dispatcher with live transcription topic

* frontend websocket

* frontend live transcription

* frontend changes for speech events

* i18n changes

* docs

* mqtt docs

* fix linter

* use float16 and small model on gpu for real-time

* fix return value and use requestor to embed description instead of passing embeddings

* run real-time transcription in its own thread

* tweaks

* publish live transcriptions on their own topic instead of tracked_object_update

* config validator and docs

* clarify docs
2025-08-07 20:53:12 -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
23c3323871
Dynamic embeddings reindexing (#17418)
* reindex with api endpoint and zmq

* threading

* frontend

* require admin role
2025-03-27 11:29:34 -06:00
Nicolas Mowen
e33fa96599
Face recognize api (#17233)
* Add api to run face recognition on image

* Rework save attempts option

* Cleanup mobile object pane buttons

* Adjust api signature

* Remove param

* Cleanup
2025-03-19 09:02:25 -06:00
Josh Hawkins
60b34bcfca
Refactor processors and add LPR postprocessing (#16722)
* recordings data pub/sub

* function to process recording stream frames

* model runner

* lpr model runner

* refactor to mixin class and use model runner

* separate out realtime and post processors

* move model and mixin folders

* basic postprocessor

* clean up

* docs

* postprocessing logic

* clean up

* return none if recordings are disabled

* run postprocessor handle_requests too

* tweak expansion

* add put endpoint

* postprocessor tweaks with endpoint
2025-02-21 06:51:37 -07:00
Nicolas Mowen
1c3527f5c4 Face recognition reprocess (#16212)
* Implement update topic

* Add API for reprocessing face

* Get reprocess working

* Fix crash when no faces exist

* Simplify
2025-02-08 12:47:01 -06:00
Nicolas Mowen
3f99ff65ed Face recognition improvements (#16034) 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
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
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