Help Center/ Huawei HiLens/ FAQs/ Skill Development/ What Models Does Huawei HiLens Support?
Updated on 2022-08-18 GMT+08:00

What Models Does Huawei HiLens Support?

The imported models can be in .om, .pb, or .caffemodel format. Only models in .om format can run on HiLens Kit devices. If you import (convert) a model in .pb or .caffemodel format, the Huawei HiLens platform will automatically convert it into the .om format.

  • Check whether the uploaded model file is correct.

    Before importing a custom model, upload it to OBS. A non-om model package contains Caffe model files .caffemodel and .prototxt and configuration file .cfg, or TensorFlow model file .pb and configuration file .cfg. Prepare the configuration file .cfg based on the model file.

  • Check whether the model to be imported or converted uses the TensorFlow or Caffe operator boundaries supported by .om models.

    Not all models can be successfully converted. Before importing and converting a model, check whether it uses the TensorFlow and Caffe operator boundaries supported by .om models. For details, see Caffe Operator Boundaries and TensorFlow Operator Boundaries.

Model Requirements

The models to be imported can be in .om, .pb, or .caffemodel format. Only models in .om format can run on HiLens Kit devices. If you import a model in .pb or .caffemodel format, the Huawei HiLens platform automatically converts it into the .om format.

Not all models can be successfully converted. Before importing and converting a model, check whether it uses the TensorFlow and Caffe operator boundaries supported by .om models. For details, see Caffe Operator Boundaries and TensorFlow Operator Boundaries.

If the model does not use the TensorFlow or Caffe operator boundaries supported by .om models, select a model that uses such operator boundaries.