Commit Graph

55 Commits

Author SHA1 Message Date
Anil Ozyalcin
0592c8b0e2
YOLOv5 & YOLOv8 support for the OpenVINO Detector (#5523)
* Initial commit that adds YOLOv5 and YOLOv8 support for OpenVINO detector

* Fixed double inference bug with YOLOv5 and YOLOv8

* Modified documentation to mention YOLOv5 and YOLOv8

* Changes to pass lint checks

* Change minimum threshold to improve model performance

* Fix link

* Clean up YOLO post-processing

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2023-02-19 07:39:47 -06:00
Anil Ozyalcin
b33094207c
YOLOX support for OpenVINO Detector (#5285)
* Initial commit to enable Yolox models with OpenVINO in Frigate

* Fix ModelEnumtType import error in openvino.py

* Initial edit of the docs to include verbage about yolox

* Initial edit of the docs to include verbage about yolox

* Elaborate configuration and limitations in docs.

* Add capability to dynamically determine number of classes in yolox model

* Further refinements

* Removed unnecesarry comments, improved documentation, addressed PR items

* Fixed lint formatting issues
2023-02-03 19:36:37 -06:00
Nate Meyer
60b2315028
Update library loading for tensorrt (#5087)
* Update library loading for tensorrt

* Add symlink to libnvrtc
2023-01-14 13:14:27 -06:00
Nate Meyer
3f05f74ecb
Nvidia TensorRT detector (#4718)
* Initial WIP dockerfile and scripts to add tensorrt support

* Add tensorRT detector

* WIP attempt to install TensorRT 8.5

* Updates to detector for cuda python library

* TensorRT Cuda library rework WIP

Does not run

* Fixes from rebase to detector factory

* Fix parsing output memory pointer

* Handle TensorRT logs with the python logger

* Use non-async interface and convert input data to float32. Detection runs without error.

* Make TensorRT a separate build from the base Frigate image.

* Add script and documentation for generating TRT Models

* Add support for TensorRT devcontainer

* Add labelmap to trt model script and docs.  Cleanup of old scripts.

* Update detect to normalize input tensor using model input type

* Add config for selecting GPU. Fix Async inference. Update documentation.

* Update some CUDA libraries to clean up version warning

* Add CI stage to build TensorRT tag

* Add note in docs for image tag and model support
2022-12-30 10:53:17 -06:00
Dennis George
420bcd7aa0
Convert detectors to factory pattern, ability to set different model for each detector (#4635)
* refactor detectors

* move create_detector and DetectorTypeEnum

* fixed code formatting

* add detector model config models

* fix detector unit tests

* adjust SharedMemory size to largest detector model shape

* fix detector model config defaults

* enable auto-discovery of detectors

* simplify config

* simplify config changes further

* update detectors docs; detect detector configs dynamic

* add suggested changes

* remove custom detector doc

* fix grammar, adjust device defaults
2022-12-15 07:12:52 -06:00