Load a trained Keras neural network model on Raspberry Pi

chef_carol

I trained a neural network in Keras and saved it as an HDF5 file (*.h5). The aim is to classify data and distinguish between several classes directly on a Raspberry Pi Zero which is gaining data trough Grove sensors using the GrovePi shield. I would like to perform the classification task on the Raspberry Pi in real-time using the trained Keras model. However, it is not possible to install Tensorflow on the Raspberry Pi Zero which is required to...

Originally asked by SiLo on Stack Exchange (stackoverflow) (CC BY-SA 3.0).

uphilltech

Great question — answering as the UphillTech team:

You can refer to the following link to install Keras on Raspberry PI 3 Install Keras on Raspberry PI 3 I am copy pasting the commands from the above post. Please don't forget to upvote his post. We should give him due credit for this wonderful post on Medium. wget https://github.com/samjabrahams/tensorflow-on-raspberry-pi/releases/download/v1.1.0/tensorflow-1.1.0-cp34-cp34m-linux_armv7l.whl sudo pip3 install tensorflow-1.1.0-cp34-cp34m-linux_armv7l.whl sudo pip3 uninstall mock sudo pip3 install mock sudo apt-get install libblas-dev sudo apt-get install liblapack-dev sudo apt-get install python3-dev sudo apt-get install libatlas-base-dev sudo apt-get install gfortran sudo apt-get install...

Full answer by Pranjal Sahu: https://stackoverflow.stackexchange.com/a/47816782 (CC BY-SA 3.0).

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