Commit Graph

13 Commits

Author SHA1 Message Date
Nicolas Mowen
f5a57edcc9
Implement Wizard for Creating Classification Models (#20622)
* Implement extraction of images for classification state models

* Add object classification dataset preparation

* Add first step wizard

* Update i18n

* Add state classification image selection step

* Improve box handling

* Add object selector

* Improve object cropping implementation

* Fix state classification selection

* Finalize training and image selection step

* Cleanup

* Design optimizations

* Cleanup mobile styling

* Update no models screen

* Cleanups and fixes

* Fix bugs

* Improve model training and creation process

* Cleanup

* Dynamically add metrics for new model

* Add loading when hitting continue

* Improve image selection mechanism

* Remove unused translation keys

* Adjust wording

* Add retry button for image generation

* Make no models view more specific

* Adjust plus icon

* Adjust form label

* Start with correct type selected

* Cleanup sizing and more font colors

* Small tweaks

* Add tips and more info

* Cleanup dialog sizing

* Add cursor rule for frontend

* Cleanup

* remove underline

* Lazy loading
2025-10-23 13:27:28 -06:00
Nicolas Mowen
fa1b88097b Improve the tablet layout (#19320)
* Improve the tablet layout

* Update imports sort

* Fix more imports
2025-08-16 10:20:33 -05:00
Nicolas Mowen
20104761e8 Require setting process priority for FrigateProcess (#19207) 2025-08-16 10:20:33 -05:00
Nicolas Mowen
28f816b49a Classification improvements (#19020)
* Move classification training to full process

* Sort class images
2025-08-16 10:20:33 -05:00
Nicolas Mowen
13fb7bc260 Improve object classification (#18908)
* Ui improvements

* Improve image cropping and model saving

* Improve naming

* Add logs for training

* Improve model labeling

* Don't set sub label for none object classification

* Cleanup
2025-08-16 10:20:33 -05:00
Nicolas Mowen
ec6c04e49a Improve logging (#18867)
* Ignore numpy get limits warning

* Add function wrapper to redirect stdout and stderr to logpipe

* Save stderr too

* Add more to catch

* run logpipe

* Use other logging redirect class

* Use other logging redirect class

* add decorator for redirecting c/c++ level output to logger

* fix typing

---------

Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
2025-08-16 10:20:33 -05:00
Nicolas Mowen
2f4d7353f4 Don't use staticmethod 2025-08-16 10:20:33 -05:00
Nicolas Mowen
ef060b97ca Reduce tf initialization 2025-08-16 10:20:33 -05:00
Nicolas Mowen
e832bb4bad Fix go2rtc init (#18708)
* Cleanup process handling

* Adjust process name
2025-08-16 10:20:33 -05:00
Nicolas Mowen
4b57e5e265 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
2025-08-16 10:20:33 -05:00
Nicolas Mowen
765a28d812 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
2025-08-16 10:20:33 -05:00
Nicolas Mowen
1c75ff59f1 Classification Model UI (#18571)
* Setup basic training structure

* Build out route

* Handle model configs

* Add image fetch APIs

* Implement model training screen with dataset selection

* Implement viewing of training images

* Adjust directories

* Implement viewing of images

* Add support for deleting images

* Implement full deletion

* Implement classification model training

* Improve naming

* More renaming

* Improve layout

* Reduce logging

* Cleanup
2025-08-16 10:20:33 -05:00
Nicolas Mowen
2c7b71b16e Implement API to train classification models (#18475) 2025-08-16 10:20:33 -05:00