chris/frigate
1
0
Fork 0
forked from Github/frigate
Code Pull Requests Packages Activity

Add OpenVino Detector (#3768)

Browse Source 
* 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
Download Patch File Download Diff File Expand all files Collapse all files

4
requirements-wheels.txt
View File

@@ -18,3 +18,7 @@ scipy == 1.8.*
setproctitle == 1.2.*
ws4py == 0.5.*
zeroconf == 0.39.4
# Openvino Library - Custom built with MYRIAD support
openvino @ https://github.com/NateMeyer/openvino-wheels/releases/download/multi-arch_2022.2.0/openvino-2022.2.0-000-cp39-cp39-manylinux_2_31_x86_64.whl; platform_machine == 'x86_64'
openvino @ https://github.com/NateMeyer/openvino-wheels/releases/download/multi-arch_2022.2.0/openvino-2022.2.0-000-cp39-cp39-linux_aarch64.whl; platform_machine == 'aarch64'
openvino @ https://github.com/NateMeyer/openvino-wheels/releases/download/multi-arch_2022.2.0/openvino-2022.2.0-000-cp39-cp39-linux_armv7l.whl; platform_machine == 'armv7l'