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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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Unresponsive Coral Dev Board when running segmentation models #113

Closed Jaquetti closed 1 year ago

Jaquetti commented 1 year ago

Description

Hello,

I am encountering an issue when attempting to run segmentation models from the Coral AI website (https://coral.ai/models/semantic-segmentation/) on my Coral Dev Board. Specifically, when I execute the Python script with the segmentation model, the Coral Dev Board becomes unresponsive, requiring a restart. It's important to note that I do not experience this issue when running detection or classification models.

Python Library Versions:

Python: 3.7.3
tflite-runtime: 2.5.0.post1
pycoral: 2.0.0
libedgetpu1-std: 16.0
Click to expand! ### Issue Type Others ### Operating System Mendel Linux ### Coral Device Dev Board ### Other Devices _No response_ ### Programming Language Python 3.7 ### Relevant Log Output _No response_
hjonnala commented 1 year ago

can you please share the python script and model you are trying to execute or share the reproducable steps here. Thanks!

Jaquetti commented 1 year ago

This zip file includes my Python script, the weights, and a text file containing information about the models.

Thank you.

hjonnala commented 1 year ago

The script is working fine on my Coral Dev Board. Please try updating the board. Thanks!!

mendel@mocha-llama:~/test_py$ python3 main.py --model mobilenet_segnet_quant_edgetpu.tflite Invoke OK!! mendel@mocha-llama:~/test_py$

Jaquetti commented 1 year ago

Hello,

I have updated the mendel version 5.2 to 5.3 but the problem still occurs. I'm adressing a video of the tests:

https://drive.google.com/file/d/1x1_9xNQfRbeF0ADG7OBYta0U5000GVxY/view?usp=sharing

Thank you.

Jaquetti commented 1 year ago

The problem was my power source.

google-coral-bot[bot] commented 1 year ago

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