Commit Graph

6 Commits

Author SHA1 Message Date
Nicolas Mowen
56ef3cbec2 Face recognition reprocess (#16212)
* Implement update topic

* Add API for reprocessing face

* Get reprocess working

* Fix crash when no faces exist

* Simplify
2025-02-04 08:20:43 -07:00
Nicolas Mowen
25d332753c Face recognition improvements (#16034) 2025-02-04 08:20:43 -07:00
Nicolas Mowen
73d5c84728 Generalize postprocessing (#15931)
* Actually send result to face registration

* Define postprocessing api and move face processing to fit

* Standardize request handling

* Standardize handling of processors

* Rename processing metrics

* Cleanup

* Standardize object end

* Update to newer formatting

* One more

* One more
2025-02-04 08:20:43 -07:00
Nicolas Mowen
e75d239ff2 Implement face recognition training in UI (#15786)
* Rename debug to train

* Add api to train image as person

* Cleanup model running

* Formatting

* Fix

* Set face recognition page title
2025-02-04 08:19:31 -07:00
Nicolas Mowen
c58f31c71e Improve face recognition (#15205)
* Validate faces using cosine distance and SVC

* Formatting

* Use opencv instead of face embedding

* Update docs for training data

* Adjust to score system

* Set bounds

* remove face embeddings

* Update writing images

* Add face library page

* Add ability to select file

* Install opencv deps

* Cleanup

* Use different deps

* Move deps

* Cleanup

* Only show face library for desktop

* Implement deleting

* Add ability to upload image

* Add support for uploading images
2025-02-04 08:19:31 -07:00
Nicolas Mowen
2a78d57950 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
2025-02-04 08:19:31 -07:00