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Visual Recognition with Anki Cozmo and TensorFlow
Deployed on IBM Cloud via
Kubernetes and Apache OpenWhisk
December 2017
Niklas Heidloff Developer Advocate, IBM
@nheidloff
Ansgar Schmidt Developer Advocate, IBM
@ansi
Setup
Cozmo recognizes different Toys
Cozmo’s View:
@nheidloff @ansi
Dem
o
Demo
@nheidloff @ansi
Video
Dem
o
Demo
@nheidloff @ansi
Cozmo’s View
Dem
o
Demo
@nheidloff @ansi
Cozmo’s Brain
Training
Training – Circle around Toys and take Pictures
@nheidloff @ansi
Training
Training – Architecture
MobileNet
@nheidloff @ansi
Classification
Classification – Architecture
@nheidloff @ansi
Classification
Web App to test the extended MobileNet Model
@nheidloff @ansi
Resources
Resources
• https://github.com/nheidloff/visual-recognition-for-cozmo-with-tensorflow
• https://github.com/anki/cozmo-python-sdk • https://codelabs.developers.google.com/codelabs/
tensorflow-for-poets
• https://www.ibm.com/cloud • https://openwhisk.apache.org