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Add OpenVIno support and model to docker image

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This commit is contained in:
Nate Meyer 2022-09-05 00:49:31 -04:00
parent 6e8c91dd48
commit 069d12dc4f
3 changed files with 24 additions and 1 deletions
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21
Dockerfile
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@ -5,6 +5,8 @@ ARG DEBIAN_FRONTEND=noninteractive
FROM debian:11 AS base FROM debian:11 AS base
FROM --platform=linux/amd64 debian:11 AS base_amd64
FROM debian:11-slim AS slim-base FROM debian:11-slim AS slim-base
FROM blakeblackshear/frigate-nginx:1.0.2 AS nginx FROM blakeblackshear/frigate-nginx:1.0.2 AS nginx
@ -24,6 +26,21 @@ WORKDIR /rootfs/usr/local/go2rtc/bin
RUN wget -qO go2rtc "https://github.com/AlexxIT/go2rtc/releases/download/v0.1-rc.3/go2rtc_linux_${TARGETARCH}" \ RUN wget -qO go2rtc "https://github.com/AlexxIT/go2rtc/releases/download/v0.1-rc.3/go2rtc_linux_${TARGETARCH}" \
&& chmod +x go2rtc && chmod +x go2rtc
# Download and Convert OpenVino model
FROM base_amd64 AS ov-converter
ARG DEBIAN_FRONTEND
RUN apt-get -qq update \
&& apt-get -qq install -y wget python3 python3-distutils
RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
&& python3 get-pip.py "pip"
COPY requirements-ov.txt /requirements-ov.txt
RUN pip install -r /requirements-ov.txt
RUN mkdir /models
RUN cd /models && omz_downloader --name ssdlite_mobilenet_v2
RUN cd /models && omz_converter --name ssdlite_mobilenet_v2 --precision FP16
FROM wget AS models FROM wget AS models
@ -31,6 +48,10 @@ FROM wget AS models
RUN wget -qO edgetpu_model.tflite https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess_edgetpu.tflite RUN wget -qO edgetpu_model.tflite https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess_edgetpu.tflite
RUN wget -qO cpu_model.tflite https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess.tflite RUN wget -qO cpu_model.tflite https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess.tflite
COPY labelmap.txt . COPY labelmap.txt .
# Copy OpenVino model
COPY --from=ov-converter /models/public/ssdlite_mobilenet_v2/FP16 openvino-model
RUN wget -q https://github.com/openvinotoolkit/open_model_zoo/raw/master/data/dataset_classes/coco_91cl_bkgr.txt -O openvino-model/coco_91cl_bkgr.txt
FROM wget AS s6-overlay FROM wget AS s6-overlay

3
requirements-ov.txt Normal file
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@ -0,0 +1,3 @@
numpy == 1.19.*
openvino == 2022.*
openvino-dev[tensorflow2] == 2022.*

1
requirements-wheels.txt
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@ -3,7 +3,6 @@ Flask == 2.2.*
imutils == 0.5.* imutils == 0.5.*
matplotlib == 3.6.* matplotlib == 3.6.*
mypy == 0.942 mypy == 0.942
# numpy == 1.22.*
numpy == 1.19.* numpy == 1.19.*
opencv-python-headless == 4.5.5.* opencv-python-headless == 4.5.5.*
paho-mqtt == 1.6.* paho-mqtt == 1.6.*