How long does it take for the blob converter to convert a pb file?

Acorn

I'm trying to convert my model using the Luxonis Blob Converter but it's been two hours and it still says converting. Is there any way I can make this process faster? Should I be worried?

jakaskerl

Hi @Acorn
Are you converting a large model maybe? The limit is set to 300MB, but even this could take a while I'd assume.

Thanks,
Jaka

Acorn

jakaskerl

The model is only 140kb. I tried using the provided API to try to get more insight into what's happening and I got an error:

Conversion failed with status code: 500

Error message: <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 3.2 Final//EN">

<title>500 Internal Server Error</title>

<h1>Internal Server Error</h1>

<p>The server encountered an internal error and was unable to complete your request. Either the server is overloaded or there is an error in the application.</p>

Acorn

jakaskerl

Here are some pictures of code for my model

JanCuhel

Hi @Acorn,

Could you please share the code of the API call you used and the model with us so we can look closer? It's hard to judge based on this.

Best,
Jan

jakaskerl

Hi @Acorn
Could you check the developer console on your browser to see what error you are getting?

Thanks,
Jaka

Acorn

Hey! Sorry for not responding I actually decided to train a model using yolov5 and it converted easily. Now I'm trying to connect my neural network to the camera and I keep getting fatal errors. I'm not sure how to fix this issue. I attached the code for my model and the code for deploying the model below.

Acorn

Here is the code for deploying the model

jakaskerl

Hi @Acorn
Could you provide a log where these fatal errors occur?

Thanks,
Jaka

JanCuhel

Hi @Acorn,

Did you use our tools to convert your trained YoloV5s model? If not, I'd highly recommend to you to use it. It is super straightforward. You just have to upload .pt model weights, and the app will convert the model. For inference, I'd recommend to you using this demo app. All you need to do is download the code, install the dependencies, and then run the script using the generated .blob and .json config file that you can obtain from the tools using this command:
python3 main_api.py -m <model_name> --config <config_json>

Hope that helps!
Best
Jan