wai-annotations-generic

wai.annotations module to make it easier to plugin custom code into a wai.annotations pipeline.

The manual is available here:

https://ufdl.cms.waikato.ac.nz/wai-annotations-manual/

Plugins

GENERIC-SOURCE-AC

Generic audio classification source.

Domain(s):

• Audio classification domain

Options:

usage: generic-source-ac [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-SOURCE-IC

Generic image classification source.

Domain(s):

• Image Classification Domain

Options:

usage: generic-source-ic [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-SOURCE-IS

Generic image segmentation source.

Domain(s):

• Image Segmentation Domain

Options:

usage: generic-source-is [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-SOURCE-OD

Generic object detection source.

Domain(s):

• Image Object-Detection Domain

Options:

usage: generic-source-od [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-SOURCE-SC

Generic spectrum classification source.

Domain(s):

• Spectrum Classification Domain

Options:

usage: generic-source-sc [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-SOURCE-SP

Generic speech source.

Domain(s):

• Speech Domain

Options:

usage: generic-source-sp [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-ISP-AC

Generic audio classification ISP.

Domain(s):

• Audio classification domain

Options:

usage: generic-isp-ac [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-ISP-IC

Generic image classification ISP.

Domain(s):

• Image Classification Domain

Options:

usage: generic-isp-ic [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-ISP-IS

Generic image segmentation ISP.

Domain(s):

• Image Segmentation Domain

Options:

usage: generic-isp-is [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-ISP-OD

Generic object detection ISP.

Domain(s):

• Image Object-Detection Domain

Options:

usage: generic-isp-od [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-ISP-SC

Generic spectrum classification ISP.

Domain(s):

• Spectrum Classification Domain

Options:

usage: generic-isp-sc [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-ISP-SP

Generic speech ISP.

Domain(s):

• Speech Domain

Options:

usage: generic-isp-sp [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-SINK-AC

Generic audio classification sink.

Domain(s):

• Audio classification domain

Options:

usage: generic-sink-ac [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-SINK-IC

Generic image classification sink.

Domain(s):

• Image Classification Domain

Options:

usage: generic-sink-ic [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-SINK-IS

Generic image segmentation sink.

Domain(s):

• Image Segmentation Domain

Options:

usage: generic-sink-is [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-SINK-OD

Generic object detection sink.

Domain(s):

• Image Object-Detection Domain

Options:

usage: generic-sink-od [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-SINK-SC

Generic spectrum classification sink.

Domain(s):

• Spectrum Classification Domain

Options:

usage: generic-sink-sc [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

GENERIC-SINK-SP

Generic speech sink.

Domain(s):

• Speech Domain

Options:

usage: generic-sink-sp [-c USER_CLASS] [-o USER_OPTIONS]

optional arguments:
  -c USER_CLASS, --class USER_CLASS
                        the user class to wrap (dot notation) (default: None)
  -o USER_OPTIONS, --options USER_OPTIONS
                        the options for the user class to parse (default: None)

Examples

The following examples have the test classes linked for guidance on developing your own plugins.

Audio classification

• Source

  wai-annotations convert \
    generic-source-ac \
      -c wai.annotations.generic.source.audio_classification.test.TestAC \
      -o "--dir /some/where/" \  # dir with .wav files
    generic-sink-ac \
      -c wai.annotations.generic.sink.audio_classification.test.TestAC \
      -o "--output label"

• ISP

  wai-annotations convert \
    from-audio-files-ac \
      -i "/some/where/*.wav" \
    generic-isp-ac \
      -c wai.annotations.generic.isp.audio_classification.test.TestAC \
      -o "--output filename" \
    to-void-ac

• Sink

  wai-annotations convert \
    from-audio-files-ac \
      -i "/some/where/*.wav" \
    generic-sink-ac \
      -c wai.annotations.generic.sink.audio_classification.test.TestAC \
      -o "--output filename"

Image classification

• Source

  wai-annotations convert \
    generic-source-ic \
      -c wai.annotations.generic.source.image_classification.test.TestIC \
      -o "--dir /some/where/" \  # dir with .jpg files
    generic-sink-ic \
      -c wai.annotations.generic.sink.image_classification.test.TestIC \
      -o "--output label"

• ISP

  wai-annotations convert \
    from-images-ic \
      -i "/some/where/*.jpg" \
    generic-isp-ic \
      -c wai.annotations.generic.isp.image_classification.test.TestIC \
      -o "--output dimensions" \
    to-void-ic

• Sink

  wai-annotations convert \
    from-images-ic \
      -i "/some/where/*.jpg" \
    generic-sink-ic \
      -c wai.annotations.generic.sink.image_classification.test.TestIC \
      -o "--output dimensions"

Image segmentation

• Source

  wai-annotations convert \
    generic-source-is \
      -c wai.annotations.generic.source.image_segmentation.test.TestIS \
      -o "--labels A B C --dir /some/where/" \    # dir with .jpg files
    generic-sink-is \
      -c wai.annotations.generic.sink.image_segmentation.test.TestIS \
      -o "--output dimensions"
  

• ISP

  wai-annotations convert \
    from-images-is \
      -i "/some/where/*.jpg" \
    generic-isp-is \
      -c wai.annotations.generic.isp.image_segmentation.test.TestIS \
      -o "--output dimensions" \
    to-void-is

• Sink

  wai-annotations convert \
    from-images-is \
      -i "/some/where/*.jpg" \
    generic-sink-is \
      -c wai.annotations.generic.sink.image_segmentation.test.TestIS \
      -o "--output dimensions"

Object Detection

• Source

  wai-annotations convert \
    generic-source-od \
      -c wai.annotations.generic.source.object_detection.test.TestOD \
      -o "--dir /some/where/" \   # dir with .jpg files
    generic-sink-od \
      -c wai.annotations.generic.sink.object_detection.test.TestOD \
      -o "--output num_objects"

• ISP

  wai-annotations convert \
    from-images-od \
      -i "/some/where/*.jpg" \
    generic-isp-od \
      -c wai.annotations.generic.isp.object_detection.test.TestOD \
      -o "--output dimensions" \
    to-void-od

• Sink

  wai-annotations convert \
    from-images-od \
      -i "/some/where/*.jpg" \
    generic-sink-od \
      -c wai.annotations.generic.sink.object_detection.test.TestOD \
      -o "--output dimensions"

Spectrum classification

• Source

  wai-annotations convert \
    generic-source-sc \
      -c wai.annotations.generic.source.spectrum_classification.test.TestSC \
      -o "--dir /some/where/" \  # dir with .spec files
    generic-sink-sc \
      -c wai.annotations.generic.sink.spectrum_classification.test.TestSC \
      -o "--output label"

• ISP

  wai-annotations convert \
    from-spectra-sc \
      -i "/some/where/*.spec" \
    generic-isp-sc \
      -c wai.annotations.generic.isp.spectrum_classification.test.TestSC \
      -o "--output filename" \
    to-void-sc

• Sink

  wai-annotations convert \
    from-spectra-sc \
      -i "/some/where/*.spec" \
    generic-sink-sc \
      -c wai.annotations.generic.sink.spectrum_classification.test.TestSC \
      -o "--output filename"

Speech

• Source

  wai-annotations convert \
    generic-source-sp \
      -c wai.annotations.generic.source.speech.test.TestSP \
      -o "--dir /some/where/" \  # dir with .wav files
    generic-sink-ac \
      -c wai.annotations.generic.sink.speech.test.TestSP \
      -o "--output label"

• ISP

  wai-annotations convert \
    from-audio-files-sp \
      -i "/some/where/*.wav" \
    generic-isp-sp \
      -c wai.annotations.generic.isp.speech.test.TestSP \
      -o "--output filename" \
    to-void-sp

• Sink

  wai-annotations convert \
    from-audio-files-sp \
      -i "/some/where/*.wav" \
    generic-sink-sp \
      -c wai.annotations.generic.sink.speech.test.TestSP \
      -o "--output filename"