Closed johnsonafool closed 1 year ago
Please try the follow steps:
mkdir usb
cd usb
touch Dockerfile
Place the below content on Dockerfile
FROM debian:sid-slim
WORKDIR /home
ENV HOME /home
RUN cd ~
RUN apt-get -y update
RUN apt-get -y dist-upgrade
RUN DEBIAN_FRONTEND=noninteractive TZ=Etc/UTC apt-get -y install tzdata
RUN apt-get install -y git nano python3.9 python3.9-venv python3-pip wget usbutils curl unzip sudo python3.9-dev pkg-config udev
RUN echo "deb https://packages.cloud.google.com/apt coral-edgetpu-stable main" \
| tee /etc/apt/sources.list.d/coral-edgetpu.list
RUN curl https://packages.cloud.google.com/apt/doc/apt-key.gpg | apt-key add -
RUN apt-get update
RUN sudo apt-get install libedgetpu1-std
RUN mkdir coral
RUN git clone https://github.com/google-coral/pycoral.git coral/pycoral
RUN bash coral/pycoral/examples/install_requirements.sh classify_image.py
RUN python3.9 -m pip install --extra-index-url https://google-coral.github.io/py-repo/ pycoral~=2.0
RUN python3.9 -m pip install pyftdi pyserial mendel-development-tool
# docker build -t "coral-usb" .
# docker run -it --device=/dev/bus/usb:/dev/bus/usb coral-usb
# cd coral/pycoral
# python3.9 examples/classify_image.py --model test_data/mobilenet_v2_1.0_224_inat_bird_quant_edgetpu.tflite --labels test_data/inat_bird_labels.txt --input test_data/parrot.jpg
docker build -t "coral-usb" .
docker run -it --device=/dev/bus/usb:/dev/bus/usb coral-usb
cd coral/pycoral
python3.9 examples/classify_image.py --model test_data/mobilenet_v2_1.0_224_inat_bird_quant_edgetpu.tflite --labels test_data/inat_bird_labels.txt --input test_data/parrot.jpg
Here are the logs for reference: https://github.com/hjonnala/snippets/blob/main/USB/docker_logs.txt
Description
Hello, I am now doing project related to use EdgeTPU usb to making the inference of car flow and velocity, since I would like to test some code locally on my laptop (M1 sys mac), I feel like it's a good try with docker, however, when I set up the env like the tutorial on offical doc, the comtainer inside cannot access my TPU device, so I wonder it is the problem exisist on my laptop, since I also try the procedure of start a docker container on Ubntu and it just work fine.
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### Issue Type Support ### Operating System Mac OS ### Coral Device Dev Board, USB Accelerator, Enviro Board, Coral Camera ### Other Devices _No response_ ### Programming Language Python 3.8 ### Relevant Log Output _No response_