Only push "confident" predictions back into datasets

waikato-ufdl / ufdl-job-launcher

Launcher framework for executing jobs in the UFDL framework.

Apache License 2.0

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Open fracpete opened 4 years ago

fracpete commented 4 years ago

Instead of pushing all predictions back into datasets, only do this for confident ones, e.g.:

Use as parameter in job templates (Python classname and options).

Domains:

image classification: take dictionary (label -> score) and return None or label to store back in dataset.
object detection: ?
speech: ?
audio classification: ?

fracpete commented 4 years ago

Store confidence in predictions in meta-data for the file.

fracpete commented 4 years ago

Implemented for image classification (top score, entropy).