Yolov8 output Data dumping in KL630

Jyoti PrajapatiJyoti Prajapati
in KL630 related discussion

I am currently using a KL630 board and running my YOLOv8 model. While I am able to see the output in the terminal, I'm facing an issue when trying to dump the output to a file. The file size is only 188 KB, whereas the actual output data size is around 6 MB.

I've been stuck with this problem for the past week and have tried multiple approaches to fix it, but nothing has worked so far. I'm wondering if anyone has encountered a similar issue or if there are any known memory restrictions or limitations on the KL630 board that could be causing this problem.

Any suggestions on how I can successfully dump the full output data to a file would be greatly appreciated!

Thanks in advance for your help!

Comments

  • Maria ChenMaria Chen

    Hi Jyoti,

    If you were talking about how in Kneron PLUS Python, the numpy arrays get truncated when you print out the results, you could try using:

    import sys
import numpy
numpy.set_printoptions(threshold=sys.maxsize)

    This would help print out all the results.

    If this wasn't the issue you're facing, could you explain more about it? Thanks!

  • Jyoti PrajapatiJyoti Prajapati

    Thank you I resolve the dumping issues.

    Currently I am working on post processing part. I am not getting any reference for kl630 if anyone knows please help me out.

    Thank you in advance.

  • Maria ChenMaria Chen

    Hi Jyoti,

    Usually, those who port their models would write their own postprocess, as they are the most familiar with their model. There are example tiny yolov3 and yolov5 postprocess functions in kneron_plus/python/example/utils, and for further technical assistance, please contact your sales representative, who would be the person you purchased your KL630 board from. Thank you!

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