How to use python script on KL720 dongle to inference

My model and script can be used on toolchain.


And then, I will deploy my model and scirpt on KL720 dongle.


I can use the python files of under "/host_lib_v1.0.0/host_lib/python/examples_kl720", but because it havn't inference sricpt files.


So I reference "/host_lib_v1.0.0/host_lib/python/examples_kl520/cam_isi_serial_yolo.py". 


However, this problem how to solve that. I don't understand ISI_YOLO_ID about "constants.AppID". What's this? I should how to wirte it?



Comments

  • host_lib_v1.0.0 python examples_kl720 內沒有跑模型的範例

    520 / 720用法不同

    請下載GitHub - kneron/host_lib: This project contains python examples for the Kneron USB dongle

    這個版本host_lib python範例較完整

  • 我下載了,確實範例比較完整。

    不過這個cam_isi_pre_post_host_fcos.py檔案執行會有錯誤

    其他的正常,因此我可能會從這兩個,改成我要的dongle視訊串流

    yolo_public_example.py

    cam_isi_post_host_yolov3_ssd_fd.py

  • edited October 2021

    cam_isi_pre_post_host_fcos.py檔案執行會有錯誤這BUG要解決....

    因為我發現這檔案是會用KL720底層package的預處理API才錯,

    但是我圖片沒經過預處理,丟到模型會有錯誤,這部份是否日後會有修正嗎?

    還是說這是SDK要更新嗎? 可是我該如何更新,哪裡可以找到步驟呢?

  • 我執行KL720-cam_isi_pre_post_host_fcos並沒有問題

    你可能要確認你的環境

    或試試先做一次update_fw

    把\app_binaries\KL720\solution_companion裡的2個bin檔copy 到\app_binaries\KL720\dfu\ready_to_load

    >py main.py -t KL720-update_fw



  • edited October 2021

    感謝解答,這部份解決了。

    發現是anaconda問題,要先到原環境去安裝完整套件,就正常使用了,謝謝。

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