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Include libraries and .rknn models for other Rockchip SoCs (#8649)

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* support for other yolov models and config checks

* apply code formatting

* Information about core mask and inference speed

* update rknn postprocess and remove params

* update model selection

* Apply suggestions from code review

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>

* support rknn on all socs

* apply changes from review and fix post process bug

* apply code formatting

* update tip in object_detectors docs

---------

Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
This commit is contained in:
Marc Altmann
2023-11-18 14:53:49 +01:00
committed by GitHub
parent 2da99c2308
commit c6208b266b
5 changed files with 72 additions and 29 deletions
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21
docker/rockchip/Dockerfile
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@@ -9,11 +9,6 @@ COPY docker/rockchip/requirements-wheels-rk.txt /requirements-wheels-rk.txt
RUN sed -i "/https:\/\//d" /requirements-wheels.txt
RUN pip3 wheel --wheel-dir=/rk-wheels -c /requirements-wheels.txt -r /requirements-wheels-rk.txt
FROM wget as rk-downloads
RUN wget -qO librknnrt.so https://github.com/MarcA711/rknpu2/raw/master/runtime/RK3588/Linux/librknn_api/aarch64/librknnrt.so
RUN wget -qO ffmpeg https://github.com/MarcA711/Rockchip-FFmpeg-Builds/releases/download/latest/ffmpeg
RUN wget -qO ffprobe https://github.com/MarcA711/Rockchip-FFmpeg-Builds/releases/download/latest/ffprobe
RUN wget -qO yolov8n-320x320.rknn https://github.com/MarcA711/rknn-models/releases/download/latest/yolov8n-320x320.rknn
FROM deps AS rk-deps
ARG TARGETARCH
@@ -22,12 +17,16 @@ RUN --mount=type=bind,from=rk-wheels,source=/rk-wheels,target=/deps/rk-wheels \
WORKDIR /opt/frigate/
COPY --from=rootfs / /
COPY --from=rk-downloads /rootfs/librknnrt.so /usr/lib/
COPY --from=rk-downloads /rootfs/yolov8n-320x320.rknn /models/
ADD https://github.com/MarcA711/rknpu2/releases/download/v1.5.2/librknnrt_rk356x.so /usr/lib/
ADD https://github.com/MarcA711/rknpu2/releases/download/v1.5.2/librknnrt_rk3588.so /usr/lib/
ADD https://github.com/MarcA711/rknn-models/releases/download/v1.5.2-rk3562/yolov8n-320x320-rk3562.rknn /models/rknn/
ADD https://github.com/MarcA711/rknn-models/releases/download/v1.5.2-rk3566/yolov8n-320x320-rk3566.rknn /models/rknn/
ADD https://github.com/MarcA711/rknn-models/releases/download/v1.5.2-rk3568/yolov8n-320x320-rk3568.rknn /models/rknn/
ADD https://github.com/MarcA711/rknn-models/releases/download/v1.5.2-rk3588/yolov8n-320x320-rk3588.rknn /models/rknn/
RUN rm -rf /usr/lib/btbn-ffmpeg/bin/ffmpeg
RUN rm -rf /usr/lib/btbn-ffmpeg/bin/ffprobe
COPY --from=rk-downloads /rootfs/ffmpeg /usr/lib/btbn-ffmpeg/bin/
COPY --from=rk-downloads /rootfs/ffprobe /usr/lib/btbn-ffmpeg/bin/
RUN chmod +x /usr/lib/btbn-ffmpeg/bin/ffmpeg
RUN chmod +x /usr/lib/btbn-ffmpeg/bin/ffprobe
ADD --chmod=111 https://github.com/MarcA711/Rockchip-FFmpeg-Builds/releases/download/latest/ffmpeg /usr/lib/btbn-ffmpeg/bin/
ADD --chmod=111 https://github.com/MarcA711/Rockchip-FFmpeg-Builds/releases/download/latest/ffprobe /usr/lib/btbn-ffmpeg/bin/

2
docker/rockchip/requirements-wheels-rk.txt
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@@ -1,2 +1,2 @@
hide-warnings == 0.17
rknn-toolkit-lite2 @ https://github.com/MarcA711/rknn-toolkit2/raw/master/rknn_toolkit_lite2/packages/rknn_toolkit_lite2-1.5.2-cp39-cp39-linux_aarch64.whl
rknn-toolkit-lite2 @ https://github.com/MarcA711/rknn-toolkit2/releases/download/v1.5.2/rknn_toolkit_lite2-1.5.2-cp39-cp39-linux_aarch64.whl