Weights have been found here:
https://github.com/JonathanCMitchell/mobilenet_v2_keras/releases/download/v0.1/keras_mobilenet_1_224_weights.h5
sudo apt-get update
sudo apt-get install libhdf5-dev
sudo apt-get update
sudo apt-get install libhdf5-serial-dev