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TODO.md

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TODO

Run on hardware

  • Include RandomForestClassifier with float
  • Use embedded model in train/test in notebook
  • Run performance test on device
  • Implement microphone input on device
  • Implement sending of classification from device
  • Implement sending of features,audio for subsets of samples

Improve performance in non-matched conditions

  • Estimate non-matched conditions by using folds by dataset
  • Implement spherical K-means feature learning. Ref Stowell LifeCLEF 2014.

MLCluster

  • Setup without LoadBalancer. Probably using NodePort --set service.type=NodePort
  • Create script for easily getting right addresses for NodePort