visual recognition with anki cozmo and tensorflow
TRANSCRIPT
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
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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
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Training
Training – Architecture
MobileNet
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Classification
Classification – Architecture
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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