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Regarding retraining and deployment issues #107
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Hi Fackyhub,
The best way to have this discussion is on our community forum:
Hailo Community <https://community.hailo.ai/latest>
In short, the conversion to HEF needs to be done on a build machine, might
be able to do it inside WSL2 on your windows.
בתאריך יום ה׳, 4 ביולי 2024 ב-14:02 מאת Fackyhub <
***@***.***>:
… I currently have a Raspberry Pi 5 and the Hailo8L AI kit. My current plan
is to perform retraining on Windows, export the ONNX model, and then
convert it from ONNX to HEF format on the Raspberry Pi. Is this feasible?
If not, what should I do?
It's clear that the Raspberry Pi 5 combined with the HailoAI kit cannot
perform training. My goal is for the conversion of ONNX to HEF to run on
the Raspberry Pi kit. I've tried downloading and installing the Hailo Model
Zoo, but it seems I couldn't successfully install it on Raspberry Pi OS.
After downloading and installing the Hailo Software Suite on the Raspberry
Pi, will the installation requirements be satisfied, or do I need to switch
to a different operating system?
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Sure, here is the translation: Okay, I roughly understand. So, I need to install the Hailo Software Suite on WSL2, and then install the Hailo Model Zoo, and ONNX to HEF to run on the WSL2 right? I will continue the discussion on Hailo Community later. Apart from hailo-example, are there any related documents that can be used to deploy with my own training data? Additionally, in the code, hailo.HAILO_DETECTION cannot be viewed in more detail. Has this part been made open? Currently, I am unable to open and view the detailed code. |
I currently have a Raspberry Pi 5 and the Hailo8L AI kit. My current plan is to perform retraining on Windows, export the ONNX model, and then convert it from ONNX to HEF format on the Raspberry Pi. Is this feasible? If not, what should I do?
It's clear that the Raspberry Pi 5 combined with the HailoAI kit cannot perform training. My goal is for the conversion of ONNX to HEF to run on the Raspberry Pi kit. I've tried downloading and installing the Hailo Model Zoo, but it seems I couldn't successfully install it on Raspberry Pi OS.
After downloading and installing the Hailo Software Suite on the Raspberry Pi, will the installation requirements be satisfied, or do I need to switch to a different operating system?
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