An error occurred, Error while loading model

jakaskerl

Hi @dairy
How did you train the model? Looks like it is getting way too many detections.

Thanks,
Jaka

dairy

We trained the model from many sample images and exported as yolo. It works when tested in other environments.

Is there a likely reason why <http://tools.luxonis.com/ ](http://tools.luxonis.com/)is giving errors and not loading? Is a 54mb file too big?

Thank you for your suggestion so far, we have tried it with a confidence threshold at 0.9 with the same results.

Ajmalshahbaz

jakaskerl Hi, I trained yolov5s model using this link:

https://github.com/luxonis/depthai-ml-training/blob/master/colab-notebooks/YoloV5_training.ipynb

which is ultralytics-based. I keep image size 416.

We are using oak-1 PoE:

https://shop.luxonis.com/products/oak-1-poe?variant=43905799913695

Can you please guide us to a specific tutorial? Any help would be appreciated. Thanks,

jakaskerl

Hi @Ajmalshahbaz and @dairy

Ajmalshahbaz https://github.com/luxonis/depthai-ml-training/blob/master/colab-notebooks/YoloV5_training.ipynb

which is ultralytics-based. I keep image size 416.

This is good.

dairy We trained the model from many sample images and exported as yolo. It works when tested in other environments.

Good.

dairy Thank you for your suggestion so far, we have tried it with a confidence threshold at 0.9 with the same results.

Good, metadata should be lower unless there is a model error.

dairy Is there a likely reason why <http://tools.luxonis.com/ ](http://tools.luxonis.com/)is giving errors and not loading? Is a 54mb file too big?

I think the cap is set at 130MB, so unlikely. What are you using to convert your model then? Are there any logs when trying to convert using tools? You can check browers dev console if there are any more in-depth error logs there.

Thanks,
Jaka

dairy

Ajmalshahbaz and I are working on this together.

dairy

jakaskerl

We managed to convert the model using an onnx compiled version of the model at https://blobconverter.luxonis.com/
That's where we get the metadata overload.

When using http://tools.luxonis.com/ the image below shows it's an XHR upload error. Same result in firefox and chrome. Win 10.

JanCuhel

Hi @dairy,

The size limit set in tools is actually 300MB, so YoloV5s should be totally fine. Could you please share your weights with us so that we might take a closer look? Also what is your desired input image shape?

Kind regards,
Jan

vit4l

@dairy @ajayramesh Did you guys end up solving the issue? Having a similar error here.

Johnny-McGee

Having the same issue here as well. Would appreciate any information.

JanCuhel

Hi Johnny-McGee,

could you please provide more information, such as what model are you trying to export, what platform (RVC2 or RVC3), and what input shape?

Best

Jan

Johnny-McGee

JanCuhel Model is Yolov5n but the same happened with yolov5s and yolov5m. Platform is RVC2 (but throws the same error with RVC3) and the input shape is 640 since that the image shape yolov5 expects