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I want to use the following TensorFlow model in OpenVINO:
https://github.com/yeephycho/tensorflow-face-detection
Its a version of ssd_mobilenet, but not one of the supported topoliges.
I tried different --transformations_config options but i got one of the following errors:
[ ERROR ] Exception occurred during running replacer "REPLACEMENT_ID" (<class 'extensions.middle.PartialInfer.PartialInfer'>): Stopped shape/value propagation at "Postprocessor/BatchMultiClassNonMaxSuppression/map/while/Slice_1" node.
[ ERROR ] Exception occurred during running replacer "REPLACEMENT_ID" (<class 'extensions.middle.PartialInfer.PartialInfer'>): Stopped shape/value propagation at "BoxPredictor_0/ClassPredictor/BiasAdd/Reshape" node.
[ ERROR ] Exception occurred during running replacer "REPLACEMENT_ID" (<class 'extensions.middle.PartialInfer.PartialInfer'>): Stopped shape/value propagation at "BoxPredictor_0/Reshape_1" node.
I used "--tensorflow_use_custom_operations_config"
However i have limited information about the original model so i'm not sure which JSON use as paramereter,
and I DONT HAVE THE pipline.config file of the model.
What is the best way to convert a custom model?
Is it a good way to edit the JSON files from "deployment_tools\model_optimizer\extensions\front\tf" to fit the custom model?
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Hi Adam,
You can try generating json and config files for your custom model taking the standard json files provided with Openvino and config files from tensorflow as reference.
Best Regards,
Surya
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Hi Surya!
Ok, so I'm on the right track.
Please explain "generate" is there a tool for that, or i just should edit them in text editor?
Thanks
Adam
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Hi Adam,
OpenVINO does not provide any tool to generate json and config files. You can create your own taking reference from existing files.
Best Regards,
Surya
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