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Introducing more Keras related functionality

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@toni-heittola toni-heittola released this 20 Jun 14:48
· 89 commits to master since this release
  • Introduced recognizer classes: SceneRecognizer, EventRecognizer
  • Introduced Keras callbacks: ProgressLoggerCallback, ProgressPlotterCallback, StopperCallback, StasherCallback
  • Added new learner classes: SceneClassifierKerasSequential, EventDetectorKerasSequential
    • Full support for Keras sequential API
    • Epoch-by-epoch processing, with external metric evaluation (using sed_eval)
    • DataProcessor class to embed feature processing and data processing chains
    • Feature generators to allow loading feature data from disk during training procedure
  • Added possibility to use constant and simple math equations in the keras based learner parameters