TensorFlow on AndroidPicCollage Android Developer

Prada

ML

What’s matter for PicCollage?

Made a good collage is hard

It’s easy to mess up

https://github.com/jcjohnson/neural-style

A Neural Algorithm of Artistic Style

http://slides.com/piccollage/psychedelic#/17

Prisma

Prisma

Prisma isn’t perfect

It need server support

What if the App can consume the NN model?

Why We choose TensorFlow?

• Support by Google

• Deepmind use it (link)

• Hardware Optimization : CPU/GPU/TPU/Cluster/Workstation.

• True Portability : Android/iOS/Raspberry Pi

Overall Structure

EC2 g2.large

EC2 g2.large

Training Model(Python) Consume Model(C++)

model.pb model.pb

Android iOS

model.pb

Source Code (C++)

https://github.com/tensorflow/tensorflow/tree/master/tensorflow/examples/android

DEMO

Thanks