Keras h5 model to caffemodel, prototxt converter
Two versions are available for model conversion
tf_bridge : convert keras h5 model to tensorflow model, and convert tensorflow model to caffemodel with prototxt using built in mmdnn
keras_direct : convert keras h5 model to caffemodel with prototxt directly with custom converter using built in caffe
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create virtual environment
$ python3 -m venv ~/venv $ source ~/venv/bin/activate -
install tensorflow and scikit_image
$ python3 -m pip install --upgrade pip $ python3 -m pip install tensorflow-cpu==2.3.1 $ python3 -m pip install scikit-image==0.17.2 -
locate keras model.h5 to here and run command
# tf_bridge $ cd ./keras2caffe/tf_bridge/ $ mv your_model.h5 model.h5 $ ./convert.sh # keras_direct $ cd ./keras2caffe/keras_direct/ $ mv your_model.h5 model.h5 $ python3 convert.py