25 Commits

Author SHA1 Message Date
Josh Hawkins
e7250f24cb Full UI configuration (#22151)
* use react-jsonschema-form for UI config

* don't use properties wrapper when generating config i18n json

* configure for full i18n support

* section fields

* add descriptions to all fields for i18n

* motion i18n

* fix nullable fields

* sanitize internal fields

* add switches widgets and use friendly names

* fix nullable schema entries

* ensure update_topic is added to api calls

this needs further backend implementation to work correctly

* add global sections, camera config overrides, and reset button

* i18n

* add reset logic to global config view

* tweaks

* fix sections and live validation

* fix validation for schema objects that can be null

* generic and custom per-field validation

* improve generic error validation messages

* remove show advanced fields switch

* tweaks

* use shadcn theme

* fix array field template

* i18n tweaks

* remove collapsible around root section

* deep merge schema for advanced fields

* add array field item template and fix ffmpeg section

* add missing i18n keys

* tweaks

* comment out api call for testing

* add config groups as a separate i18n namespace

* add descriptions to all pydantic fields

* make titles more concise

* new titles as i18n

* update i18n config generation script to use json schema

* tweaks

* tweaks

* rebase

* clean up

* form tweaks

* add wildcards and fix object filter fields

* add field template for additionalproperties schema objects

* improve typing

* add section description from schema and clarify global vs camera level descriptions

* separate and consolidate global and camera i18n namespaces

* clean up now obsolete namespaces

* tweaks

* refactor sections and overrides

* add ability to render components before and after fields

* fix titles

* chore(sections): remove legacy single-section components replaced by template

* refactor configs to use individual files with a template

* fix review description

* apply hidden fields after ui schema

* move util

* remove unused i18n

* clean up error messages

* fix fast refresh

* add custom validation and use it for ffmpeg input roles

* update nav tree

* remove unused

* re-add override and modified indicators

* mark pending changes and add confirmation dialog for resets

* fix red unsaved dot

* tweaks

* add docs links, readonly keys, and restart required per field

* add special case and comments for global motion section

* add section form special cases

* combine review sections

* tweaks

* add audio labels endpoint

* add audio label switches and input to filter list

* fix type

* remove key from config when resetting to default/global

* don't show description for new key/val fields

* tweaks

* spacing tweaks

* add activity indicator and scrollbar tweaks

* add docs to filter fields

* wording changes

* fix global ffmpeg section

* add review classification zones to review form

* add backend endpoint and frontend widget for ffmpeg presets and manual args

* improve wording

* hide descriptions for additional properties arrays

* add warning log about incorrectly nested model config

* spacing and language tweaks

* fix i18n keys

* networking section docs and description

* small wording tweaks

* add layout grid field

* refactor with shared utilities

* field order

* add individual detectors to schema

add detector titles and descriptions (docstrings in pydantic are used for descriptions) and add i18n keys to globals

* clean up detectors section and i18n

* don't save model config back to yaml when saving detectors

* add full detectors config to api model dump

works around the way we use detector plugins so we can have the full detector config for the frontend

* add restart button to toast when restart is required

* add ui option to remove inner cards

* fix buttons

* section tweaks

* don't zoom into text on mobile

* make buttons sticky at bottom of sections

* small tweaks

* highlight label of changed fields

* add null to enum list when unwrapping

* refactor to shared utils and add save all button

* add undo all button

* add RJSF to dictionary

* consolidate utils

* preserve form data when changing cameras

* add mono fonts

* add popover to show what fields will be saved

* fix mobile menu not re-rendering with unsaved dots

* tweaks

* fix logger and env vars config section saving

use escaped periods in keys to retain them in the config file (eg "frigate.embeddings")

* add timezone widget

* role map field with validation

* fix validation for model section

* add another hidden field

* add footer message for required restart

* use rjsf for notifications view

* fix config saving

* add replace rules field

* default column layout and add field sizing

* clean up field template

* refactor profile settings to match rjsf forms

* tweaks

* refactor frigate+ view and make tweaks to sections

* show frigate+ model info in detection model settings when using a frigate+ model

* update restartRequired for all fields

* fix restart fields

* tweaks and add ability enable disabled cameras

more backend changes required

* require restart when enabling camera that is disabled in config

* disable save when form is invalid

* refactor ffmpeg section for readability

* change label

* clean up camera inputs fields

* misc tweaks to ffmpeg section

- add raw paths endpoint to ensure credentials get saved
- restart required tooltip

* maintenance settings tweaks

* don't mutate with lodash

* fix description re-rendering for nullable object fields

* hide reindex field

* update rjsf

* add frigate+ description to settings pane

* disable save all when any section is invalid

* show translated field name in validation error pane

* clean up

* remove unused

* fix genai merge

* fix genai
2026-02-27 08:55:36 -07:00
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
c05e260ae9 Update ROCm to not hang when running on complex RNN models (#20118)
* Update ROCm to not hang when running on complex RNN models

* Formatting
2025-09-17 19:26:32 -05:00
Nicolas Mowen
81d7c47129 Optimize OpenVINO and ONNX Model Runners (#20063)
* Use re-usable inference request to reduce CPU usage

* Share tensor

* Don't count performance

* Create openvino runner class

* Break apart onnx runner

* Add specific note about inability to use CUDA graphs for some models

* Adjust rknn to use RKNNRunner

* Use optimized runner

* Add support for non-complex models for CudaExecutionProvider

* Use core mask for rknn

* Correctly handle cuda input

* Cleanup

* Sort imports
2025-09-14 06:22:22 -06:00
Nicolas Mowen
751678c845 Fix cuda graph fallback (#20039) 2025-09-12 06:41:26 -05:00
Nicolas Mowen
fad28a764c Use CUDA graphs for object detection on Nvidia GPUs (#20027)
* Use CUDA graphs to improve efficiency of object detection

* Cleanup comments and typing
2025-09-11 10:20:25 -06:00
Nicolas Mowen
68382d89b4 Cleanup detection (#17785)
* Fix yolov9 NMS

* Improve batched yolo NMS

* Consolidate grids and strides calculation

* Use existing variable

* Remove

* Ensure init is called
2025-04-18 10:26:34 -06:00
Nicolas Mowen
19aaa64fe9 Add support for yolox models to onnx detector (#17773) 2025-04-18 06:40:06 -05:00
Nicolas Mowen
bd0ee86db9 Refactor yolov9 detector to support v3, v4, v7 as well (#17697)
* Implement blobbed yolov7 post processing and consolidate yolo implementation

* Update documentation

* Add repo

* fix name
2025-04-14 16:05:41 -05:00
Nicolas Mowen
18af06237c Support RF-DETR models with OpenVINO (#17321)
* Add support for openvino to run rf-detr models

* Add more inference time examples

* organize

* Add example to docs

* Add support for yolo generic
2025-03-23 14:02:16 -06:00
Nicolas Mowen
48e4c44b32 Add support for RF-DETR models (#17298)
* Add support for rf-detr models

* Add docs for rf-detr model

* Cleanup
2025-03-21 19:55:46 -05:00
Nicolas Mowen
0128ec2ba6 Upgrade RocM to 6.3.3 (#16900)
* Simplify rocm install and update to 6.3.1

* Build out more necessary packages

* Update to 6.3.3

* Set bake version

* Fix typo

* Ensure NHWC is used

* Reset dev changes

* Write to cache
2025-03-02 21:46:46 -06:00
Jason Hunter
0de928703f Initial implementation of D-FINE model via ONNX (#16772)
* initial implementation of D-FINE model

* revert docker-compose

* add docs for D-FINE

* remove weird auto-format issue
2025-02-24 08:56:01 -07:00
Nicolas Mowen
198d067e25 Implement support for YOLOv9 via ONNX (#16459)
* WIP yolov9

* Implement post processing for yolov9

* Cleanup detection

* Update docs to make note of supported yolov9

* Move post processing to separate utility

* Add note about other models
2025-02-10 15:00:12 -06:00
Nicolas Mowen
4e25bebdd0 Add ability to configure model input dtype (#14659)
* Add input type for dtype

* Add ability to manually enable TRT execution provider

* Formatting
2024-10-29 10:28:05 -05:00
Nicolas Mowen
05fe7f8a48 Fixes & Tweaks (#14013)
* Rework to create util for onnx initialization

* Fix shm log

* Fix onClick exceptoins
2024-09-27 07:41:48 -06:00
Nicolas Mowen
062c305cd8 Remove context file (#13885) 2024-09-22 08:38:23 -06:00
Nicolas Mowen
61a4a4bc2f Update openvino to 2024.3 (#13861) 2024-09-20 17:20:11 -05:00
Nicolas Mowen
1a51ce712c Simplify tensorrt building (#13851)
* Simplify tensorrt building

* Use engine context cache
2024-09-20 10:49:44 -05:00
Nicolas Mowen
4515eb4637 Rocm yolonas (#13816)
* Implement ROCm detectors

* Cleanup tensor input

* Fixup image creation

* Add support for yolonas in onnx

* Get build working with onnx

* Update docs and simplify config

* Remove unused imports
2024-09-18 19:34:07 -05:00
Nicolas Mowen
1ed8642010 Refactor onnx providers (#13804)
* Ensure dirs exist for model caches

* Formatting

* Don't use tensorrt for embeddings
2024-09-17 15:54:44 -05:00
Nicolas Mowen
36d7eb7caa Support ONNX model caching (#13780)
* Support model caching

* Cleanup
2024-09-16 18:18:11 -06:00
Nicolas Mowen
2f69f5afe6 Add support for yolonas via ONNX and allow TensorRT execution provider to work correctly (#13776)
* Add support for yolonas in onnx

* Add correct deps

* Set ld library path

* Refactor cudnn to only be used in amd64

* Add onnx to docs and add explainer at the top

* Undo change

* Update comment

* Remove uneccesary

* Remove line change
2024-09-16 16:17:31 -05:00
Blake Blackshear
14235c42b9 Remove all AGPL licensed YOLO references from Frigate (#10717)
* Remove yolov8 support from Frigate

* Remove yolov8 from dev

* Remove builds

* Formatting and remove yolov5

* Fix lint

* remove models download

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2024-03-30 05:46:17 -05:00
harakas
44d8cdbba1 AMD GPU support with the rocm detector and YOLOv8 pretrained model download (#9762)
* ROCm AMD/GPU based build and detector, WIP

* detectors/rocm: separate yolov8 postprocessing into own function; fix box scaling; use cv2.dnn.blobForImage for preprocessing; assert on required model parameters

* AMD/ROCm: add couple of more ultralytics models; comments

* docker/rocm: make imported model files readable by all

* docker/rocm: readme about running on AMD GPUs

* docker/rocm: updated README

* docker/rocm: updated README

* docker/rocm: updated README

* detectors/rocm: separated preprocessing functions into yolo_utils.py

* detector/plugins: added onnx cpu plugin

* docker/rocm: updated container with limite label sets

* example detectors view

* docker/rocm: updated README.md

* docker/rocm: update README.md

* docker/rocm: do not set HSA_OVERRIDE_GFX_VERSION at all for the general version as the empty value broke rocm

* detectors: simplified/optimized yolov8_postprocess

* detector/yolo_utils: indentation, remove unused variable

* detectors/rocm: default option to conserve cpu usage at the expense of latency

* detectors/yolo_utils: use nms to prefilter overlapping boxes if too many detected

* detectors/edgetpu_tfl: add support for yolov8

* util/download_models: script to download yolov8 model files

* docker/main: add download-models overlay into s6 startup

* detectors/rocm: assume models are in /config/model_cache/yolov8/

* docker/rocm: compile onnx files into mxr files at startup

* switch model download into bash script

* detectors/rocm: automatically override HSA_OVERRIDE_GFX_VERSION for couple of known chipsets

* docs: rocm detector first notes

* typos

* describe builds (harakas temporary)

* docker/rocm: also build a version for gfx1100

* docker/rocm: use cp instead of tar

* docker.rocm: remove README as it is now in detector config

* frigate/detectors: renamed yolov8_preprocess->preprocess, pass input tensor element type

* docker/main: use newer openvino (2023.3.0)

* detectors: implement class aggregation

* update yolov8 model

* add openvino/yolov8 support for label aggregation

* docker: remove pointless s6/timeout-up files

* Revert "detectors: implement class aggregation"

This reverts commit dcfe6bbf6f.

* detectors/openvino: remove class aggregation

* detectors: increase yolov8 postprocessing score trershold to 0.5

* docker/rocm: separate rocm distributed files into its own build stage

* Update object_detectors.md

* updated CODEOWNERS file for rocm

* updated build names for documentation

* Revert "docker/main: use newer openvino (2023.3.0)"

This reverts commit dee95de908.

* reverrted openvino detector

* reverted edgetpu detector

* scratched rocm docs from any mention of edgetpu or openvino

* Update docs/docs/configuration/object_detectors.md

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>

* renamed frigate.detectors.yolo_utils.py -> frigate.detectors.util.py

* clarified rocm example performance

* Improved wording and clarified text

* Mentioned rocm detector for AMD GPUs

* applied ruff formating

* applied ruff suggested fixes

* docker/rocm: fix missing argument resulting in larger docker image sizes

* docs/configuration/object_detectors: fix links to yolov8 release files

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2024-02-10 06:41:46 -06:00