we had talk about how to run the ML algorithm on Android App, it showed how tensorflow work with the training part in python, and consume part on the client

1. TensorFlow on Android
PicCollage Android Developer
Prada

2. ML

3. What’s matter for
PicCollage?

4. Made a good collage
is hard

5. It’s easy to mess up

6. https://github.com/jcjohnson/neural-style
A Neural Algorithm of
Artistic Style
http://slides.com/piccollage/psychedelic#/17

7. Prisma

8. Prisma

9. Prisma isn’t perfect

10. It need server support

11. What if the App can
consume the NN model?

13. Why We choose TensorFlow?
• Support by Google
• Deepmind use it (link)
• Hardware Optimization : CPU/GPU/TPU/Cluster/
Workstation.
• True Portability : Android/iOS/Raspberry Pi

14. Overall Structure
EC2
g2.large
EC2
g2.large
Training Model(Python) Consume Model(C++)
model.pb model.pb
Android iOS
model.pb

15. Source Code (C++)
https://github.com/tensorflow/tensorflow/tree/master/tensorflow/examples/android

17. DEMO

18. Thanks