Commit Graph

22 Commits

Author SHA1 Message Date
Nicolas Mowen
81faa8899d
Classification Improvements (#20807)
* Don't show model selection or back button when in multi select mode

* Add dialog to edit classification models

* Fix header spacing

* Cleanup desktop

* Incrase max number of object classifications

* fix iOS mobile card

* Cleanup
2025-11-05 07:11:12 -07:00
Nicolas Mowen
190925375b
Classification fixes (#20677)
* Don't run classification on stationary objects and set a maximum number of classifications

* Fix layout of classification selection
2025-10-26 08:41:18 -05:00
Nicolas Mowen
1fb21a4dac
Classification improvements (#20665)
* Don't classify objects that are ended

* Use weighted scoring for object classification

* Implement state verification
2025-10-25 16:15:49 -06:00
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
d6f5d2b0fa
Classification Model UI Refactor (#20602)
* Add cutoff for object classification

* Add selector for classifiction model type

* Improve model selection view

* Clean up design of classification card

* Tweaks

* Adjust button colors

* Improvements to gradients and making face library consistent

* Add basic classification model wizard

* Use relative coordinates

* Properly get resolution

* Clean up exports

* Cleanup

* Cleanup

* Update to use pre-defined component for image shadow

* Refactor image grouping

* Clean up mobile

* Clean up decision logic

* Remove max check on classification objects

* Increase default number of faces shown

* Cleanup

* Improve mobile layout

* Clenaup

* Update vocabulary

* Fix layout

* Fix page

* Cleanup

* Choose last item for unknown objects

* Move explore button

* Cleanup grid

* Cleanup classification

* Cleanup grid

* Cleanup

* Set transparency

* Set unknown

* Don't filter all configs

* Check length
2025-10-22 07:36:09 -06:00
Nicolas Mowen
37afd5da6b
Generic classification card (#20379)
* Refactor face card into generic classification card

* Update classification data card to use classification card

* Refactor state training grid to use classification card

* Refactor grouped face card into generic component

* Combine classification objects by event

* Fixup

* Cleanup

* Cleanup

* Do not fail if a single event is not found

* Save original frame

* Cleanup

* Undo
2025-10-07 14:43:06 -05:00
Nicolas Mowen
9fdce80729
Handle case when no classification model exists (#20257) 2025-09-28 16:03:44 -05:00
Nicolas Mowen
68f806bb61
Cleanup onnx detector (#20128)
* Cleanup onnx detector

* Fix

* Fix classification cropping

* Deprioritize openvino

* Send model type

* Use model type to decide if model can use full optimization

* Clenanup

* Cleanup
2025-09-18 15:12:09 -06:00
Nicolas Mowen
26178444f3
Fixes (#20102)
* Catch bird classification resize error

* Improve openvino width detection

* Use auto by default

* Set type
2025-09-16 16:06:51 -06:00
Nicolas Mowen
fcf3824124 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
2025-08-16 10:20:33 -05:00
Nicolas Mowen
d071325ca7 Object attribute classification (#19205)
* Add enum for type of classification for objects

* Update recognized license plate topic to be used as attribute updater

* Update attribute for attribute type object classification

* Cleanup
2025-08-16 10:20:33 -05:00
Nicolas Mowen
55e5a55fa2 Classification train updates (#19173)
* Improve model train button

* Add filters for classification

* Cleanup

* Don't run classification on false positives

* Cleanup filter

* Fix icon color
2025-08-16 10:20:33 -05:00
Nicolas Mowen
528f0d2b1f Improve classification UI (#18910)
* Move threhsold to base model config

* Improve score handling

* Add back button
2025-08-16 10:20:33 -05:00
Nicolas Mowen
f925154b8a Remove TFLite init logs 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
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
b1a65c88e8 Classification Model Metrics (#18595)
* Add speed and rate metrics for custom classification models

* Use metrics for classification models

* Use keys

* Cast to list
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
Nicolas Mowen
723553edb7 Add ability to configure when custom classification models run (#18380)
* Add config to control when classification models are run

* Cleanup
2025-08-16 10:20:33 -05:00
Nicolas Mowen
e1340443f5 Initial custom classification model config support (#18362)
* Add basic config for defining a teachable machine model

* Add model type

* Add basic config for teachable machine models

* Adjust config for state and object

* Use config to process

* Correctly check for objects

* Remove debug

* Rename to not be teachable machine specific

* Cleanup
2025-08-16 10:20:33 -05:00