Export Car Parts Detection Model to ONNX

[meassinal]

Hi @bhadreshpsavani ,

Thank you for this helpful tutorial.

In addition, I would like to know some tips to convert this car parts detection model to onnx format model so that I can run it in browser.

I really appreciate if you can help answer this :-)

Regards.

[bhadreshpsavani]

Hi @meassinal,

Let me check on it!

I never tried converting this model to onnx earlier

[meassinal]

Hi @bhadreshpsavani ,

Thank you so much for your time. I'm now annotating more images from your recommended source, and I wish to go through all steps of the pipeline. Lastly, I will be looking forward to converting the model to onnx model because I want to run in completely in the browser.

Maybe I will be looking into yolov5 and combine with your tutorial here :-)

[bhadreshpsavani]

Sure @meassinal,

I tried converting tf model to ONNX, which was in h5 format.

First step is to convert it into saved model format for that I was getting some error.

I will try again and update my results here.

I am also planning to train more models on this dataset and do benchmarking

[bhadreshpsavani]

Sure please feel free to add anything that can be useful to others in this repository.

I will be happy to help in anything