Json instead of xm l to train the model

Can I use the json format instead of xml to train the models. xml only gives me teh bounding box and while I JSON was used creating teh ploygon method.
So is it possible to traing models using the json format . so please let me know

On what kind of Model?

I have the some Mechanical parts like nuts, bolts that I need to find analomy and sort accordingly. I need to know if there is any such model that is supported… and which will be best suited for this…

Is It something like:

https://ase.in.tum.de/lehrstuhl_1/files/125/Sajjad-s-Papers/13/DamageDetection.pdf

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Correct I am looking exactly the same

You can try to develop your pipeline with TF Models in:

https://github.com/tensorflow/models/blob/master/official/vision/beta/MODEL_GARDEN.md#object-detection-and-instance-segmentation