Can we upload a pre-trained model to edge impulse?

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#1

can we upload a pre-trained model to edge impulse?

#2

Hi,

We generally don’t have a way to do this in edge impulse at the moment, but what specific use case are you looking for here? There are some potential options in expert mode for using pretrained models included with Keras (mostly for transfer learning purposes).

Best,
David

#3

thanks，
if i want to construct a DS-CNN model,which consist of some depthwise separable convolution layer, can i construct it by NN classifier in edge impulse?

Best,
Xiaochun

#4

Hello @guanxiaochun,

Following what @daschwar said, we don’t support custom transfer learning nor importing a model that has been trained elsewhere. However, you can retrain your model on our studio. You can switch to the expert mode and copy / paste your Keras code.
There are some limitations:

  • We only support Keras
  • Not all layers types are available (we don’t support RNNs for example).

Regards,

Louis