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google-coral / pycoral

Python API for ML inferencing and transfer-learning on Coral devices
https://coral.ai
Apache License 2.0
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Unable to Install Pycoral on Raspberry Pi 5 #133

Open minhtribui153 opened 8 months ago

minhtribui153 commented 8 months ago

Description

The latest version of raspbian os for raspberry pi 5 currently only supports Python 3.11, not Python 3.10 or newer. But for Pycoral to be installed, it requires Python 3.10 or newer. Is there any way that you can support Raspberry Pi 5?

This is the command I used to run:

sudo apt-get install python3-pycoral
Click to expand! ### Issue Type Build/Install ### Operating System Linux ### Coral Device USB Accelerator ### Other Devices _No response_ ### Programming Language Other ### Relevant Log Output ```shell Reading package lists... Done Building dependency tree... Done Reading state information... Done Some packages could not be installed. This may mean that you have requested an impossible situation or if you are using the unstable distribution that some required packages have not yet been created or been moved out of Incoming. The following information may help to resolve the situation: The following packages have unmet dependencies: python3-tflite-runtime : Depends: python3 (< 3.10) but 3.11.2-1 is to be installed E: Unable to correct problems, you have held broken packages. ```
hra42 commented 7 months ago

same problem

Jo59Devs commented 7 months ago

same problem

sjunger commented 7 months ago

same problem

sjunger commented 7 months ago

tflite-runtime can be installed in my venv wirh "pip install tflite-runtime".

Now when I run "pip install pycoral" I get the following messages:

(.venv) ┌─[ ]-[17:45:30]-[sjunger@xxxxxxxxxxxxx]-[~/Documents/xxxxxxxxxxxxxx] └─$ pip install pycoral Collecting pycoral Using cached pycoral-0.2.0-py3-none-any.whl.metadata (9.0 kB) Collecting requests>=2.23.1 (from pycoral) Using cached requests-2.31.0-py3-none-any.whl.metadata (4.6 kB) Collecting progressbar2>=3.53.1 (from pycoral) Using cached progressbar2-4.2.0-py2.py3-none-any.whl (27 kB) Collecting area>=1.1.1 (from pycoral) Using cached area-1.1.1.tar.gz (4.1 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Collecting tenacity>=8.0.1 (from pycoral) Using cached tenacity-8.2.3-py3-none-any.whl.metadata (1.0 kB) Collecting pandas>=2.1.1 (from pycoral) Using cached pandas-2.1.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.metadata (18 kB) Collecting pyproj>=1.9.5.1 (from pycoral) Using cached pyproj-3.6.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.metadata (31 kB) Collecting shapely>=1.7.1 (from pycoral) Using cached shapely-2.0.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.metadata (7.0 kB) Collecting fiona>=1.8.20 (from pycoral) Using cached fiona-1.9.5.tar.gz (409 kB) Installing build dependencies ... done Getting requirements to build wheel ... error error: subprocess-exited-with-error

× Getting requirements to build wheel did not run successfully. │ exit code: 1 ╰─> [3 lines of output]

:86: DeprecationWarning: The 'warn' function is deprecated, use 'warning' instead WARNING:root:Failed to get options via gdal-config: [Errno 2] No such file or directory: 'gdal-config' CRITICAL:root:A GDAL API version must be specified. Provide a path to gdal-config using a GDAL_CONFIG environment variable or use a GDAL_VERSION environment variable. [end of output] note: This error originates from a subprocess, and is likely not a problem with pip. error: subprocess-exited-with-error × Getting requirements to build wheel did not run successfully. │ exit code: 1 ╰─> See above for output. note: This error originates from a subprocess, and is likely not a problem with pip. --- Python 3.11.6 (main, Oct 8 2023, 05:06:43) [GCC 13.2.0] on linux
sjunger commented 7 months ago

Okay, forget "tflite-runtime". This version would be too new anyway. pycoral requires 2.5.0.post1 and I now have 2.14.0

hra42 commented 7 months ago

I just run pycoral in a docker container for now.. performance is good enoght for what I need to do.

Jo59Devs commented 7 months ago

I just run pycoral in a docker container for now.. performance is good enoght for what I need to do.

which docker image can you recommend? Thanks!

hra42 commented 7 months ago

As the documentation requests, I used Debian 10

nathan-stewart commented 6 months ago

Pycoral is basically abandoned. Using pyenv and python-3.9.18 I have gotten https://github.com/oberluz/pycoral fork to work. At least, after fixing a couple s/PIL.Image.ANTIALIAS/PIL.Image.LANCZOS/ breakages (the PIL version this pulls has removed ANTIALIAS), I can run the classify and detect_image examples to run. I haven't yet managed to get it to work with the model I'm trying (tf2_ssd_mobilenet_v2_coco17_ptq_edgetpu.tflite)

feranick commented 4 months ago

Support for EdgeTPu is coming back. Updated libcoral and pycoral libraries for Python 3.11+ and modern TF are coming. The libedgetpu official repo was just updated based on my PR, and is compatible with TF 2.15.0

I am working to get libcoral/pycoral merged to the stable repo by the time TF 2.16.0 reaches stable.

Details here:

https://github.com/google-coral/pycoral/issues/137#issuecomment-1974048543