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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
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Visual Recognition with Anki Cozmo and TensorFlow

Jan 22, 2018

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Niklas Heidloff
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Page 1: Visual Recognition with Anki Cozmo and TensorFlow

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

Page 2: Visual Recognition with Anki Cozmo and TensorFlow

Setup

Cozmo recognizes different Toys

Cozmo’s View:

@nheidloff @ansi

Page 3: Visual Recognition with Anki Cozmo and TensorFlow

Dem

o

Demo

@nheidloff @ansi

Video

Page 4: Visual Recognition with Anki Cozmo and TensorFlow

Dem

o

Demo

@nheidloff @ansi

Cozmo’s View

Page 5: Visual Recognition with Anki Cozmo and TensorFlow

Dem

o

Demo

@nheidloff @ansi

Cozmo’s Brain

Page 6: Visual Recognition with Anki Cozmo and TensorFlow

Training

Training – Circle around Toys and take Pictures

@nheidloff @ansi

Page 7: Visual Recognition with Anki Cozmo and TensorFlow

Training

Training – Architecture

MobileNet

@nheidloff @ansi

Page 8: Visual Recognition with Anki Cozmo and TensorFlow

Classification

Classification – Architecture

@nheidloff @ansi

Page 9: Visual Recognition with Anki Cozmo and TensorFlow

Classification

Web App to test the extended MobileNet Model

@nheidloff @ansi

Page 10: Visual Recognition with Anki Cozmo and TensorFlow

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