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Tag Archive for pythonmachine-learningkerasconv-neural-network

How to make predictions from trained keras model without keras?

I have a 1D CNN that I created and trained with keras, and I’ve saved the weights in an h5 file and the architecture in a json file. I’d now like to be able to read in the architecture and weights and use them to make new predictions, independently of keras or TensorFlow. I would like to just use basic packages like numpy, scipy, etc, but if there was any other package out there that accomplished this with minimal dependencies then I would like to use that. I found Konverter, but it doesn’t work with CNNs.