Example Programs
------------------

pyzm v2 quick-start
~~~~~~~~~~~~~~~~~~~~~
.. literalinclude:: ../examples/example_v2.py

Detecting a ZM event stream
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. literalinclude:: ../examples/stream.py

Detecting a local image
~~~~~~~~~~~~~~~~~~~~~~~~~
.. literalinclude:: ../examples/image.py

Audio detection (BirdNET)
~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. literalinclude:: ../examples/audio.py

Remote detection via pyzm.serve
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. literalinclude:: ../examples/remote.py

Testing a fine-tuned model
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. literalinclude:: ../examples/test_finetuned_model.py