Commit Graph

9 Commits

Author SHA1 Message Date
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
Nicolas Mowen
af3f6dadcb Improve graph using pandas (#9234)
* Ensure viewport is always full screen

* Protect against hour with no cards and ensure data is consistent

* Reduce grouped up image refreshes

* Include current hour and fix scrubbing bugginess

* Scroll initially selected timeline in to view

* Expand timelne class type

* Use poster image for preview on video player instead of using separate image view

* Fix available streaming modes

* Incrase timing for grouping timline items

* Fix audio activity listener

* Fix player not switching views correctly

* Use player time to convert to timeline time

* Update sub labels for previous timeline items

* Show mini timeline bar for non selected items

* Rewrite desktop timeline to use separate dynamic video player component

* Extend improvements to mobile as well

* Improve time formatting

* Fix scroll

* Fix no preview case

* Mobile fixes

* Audio toggle fixes

* More fixes for mobile

* Improve scaling of graph motion activity

* Add keyboard shortcut hook and support shortcuts for playback page

* Fix sizing of dialog

* Improve height scaling of dialog

* simplify and fix layout system for timeline

* Fix timeilne items not working

* Implement basic Frigate+ submitting from timeline
2024-01-31 12:56:11 +00:00
Sergey Krashevich
500d369c50
Fix: workaround for drawing non-latin characters (#7686)
* Add transliteration support to draw_box_with_label function

* isort
2023-11-21 02:05:51 +00:00
Blake Blackshear
aefecad4c0
Update deps (#8426)
* update web deps

* other deps
2023-11-02 13:36:49 +00:00
Blake Blackshear
e13a176820
Update deps (#8261)
* update web deps

* update python deps

* actions deps
2023-10-21 10:53:21 -05:00
Nicolas Mowen
a1b50d2cf4
Update python deps (#7763) 2023-09-11 17:07:29 -05:00
Andrew Reiter
7d3e5c9c4c
Revert numpy upgrade (#7341)
* Revert numpy upgrade

* Upgrade arm64 onnx version to match amd64

* Increase CODEOWNERS granularity

Not sure if it has an effect since I don't have repository write access
2023-07-31 21:45:50 -05:00
Nate Meyer
b42e995f0f
Update OpenVINO 2022.3.1 (#7319)
* Use build platform for running OpenVino model conversion

* Update OpenVINO to 2022.3.1 and upgrade numpy
2023-07-28 19:27:53 -05:00
Nicolas Mowen
dc44a6c3b4
Community Supported Boards Framework (#7114)
* Make main frigate build non rpi specific and build rpi using base image

* Add boards to sidebar

* Fix docker build

* Fix docs build

* Update pr branch for testing

* remove target from rpi build

* Remove manual build

* Add push build for rpi

* fix typos, improve wording

* Add arm build for rpi

* Cleanup and add default github ref name

* Cleanup docker build file system

* Setup to use docker bake

* Add ci/cd for bake

* Fix path

* Fix devcontainer

* Set targets

* Fix build

* Fix syntax

* Add wheels target

* Move dev container to trt

* Update key and fix rpi local

* Move requirements files and set intermediate targets

* Add back --load

* Update docs for community board development

* Update installation docs to reflect different builds available

* Update docs with official and community supported headers

* Update codeowners docs

* Update docs

* Assemble main and standard builds

* Change order of pushes

* Remove community board after successful build

* Fix rpi bake file names
2023-07-23 16:45:29 -05:00