Add OpenVino Detector (#3768)

* Initial work for adding OpenVino detector.  Not functional

* Load model and submit for inference.

Sucessfully load model and initialize OpenVino engine with either CPU or GPU as device.
Does not parse results for objects.

* Detection working with ssdlite_mobilenetv2 FP16 model

* Add OpenVIno support and model to docker image

* Add documentation for OpenVino detector configuration

* Adds support for ARM32/ARM64 and the Myriad X hardware

-  Use custom-built openvino wheel for all platforms
-  Add libusb build without udev for NCS2 support

* Add documentation around Intel CPU requirements and NCS2 setup

* Print all available output tensors

* Update documentation for config parameters

This commit is contained in:

Nate Meyer

2022-12-03 11:19:34 -05:00

committed by

GitHub

parent 4523c9b06d

commit e5fe323aca

9 changed files with 187 additions and 3 deletions

									
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frigate/config.py
									
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				@@ -54,6 +54,7 @@ class FrigateBaseModel(BaseModel):

				class DetectorTypeEnum(str, Enum):

				    edgetpu = "edgetpu"

				    openvino = "openvino"

				    cpu = "cpu"

Add OpenVino Detector (#3768)

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frigate/config.py

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