Since you will need to install shadoworflow on your Android device and then run the python script on your Android device, I doubt very much that this is possible.
In addition, since training is always relatively resource intensive, there is no point in doing this on mobile devices. For most problems, you might even want to have decent GPU training power, which obviously cannot be provided by an Android device.
The way to get the tensorflow network on your Android device will be to train it locally, and then send the trained network to your device, which then only needs to do the assessment and training. Go to Tensorflow Mobile to learn more about this.
Sparkierflunky
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