Calvo-classifier

Repository of the Rodan wrapper for Calvo classifier

Rodan Jobs definition

This repository includes the following Rodan Jobs:

• Pixelwise Analysis of Music Document in calvo_classifier.py
• Training model for Pixelwise Analysis of Music Document in calvo_trainer.py
• Fast Pixelwise Analysis of Music Document in fast_calvo_classifier.py
  • Available in the python3 Rodan queue.
• Training model for Patchwise Analysis of Music Document in fast_calvo_trainer.py
  • Available in the python3 Rodan queue.

Installation Dependencies

Python dependencies:

• h5py (2.7.0)
• html5lib (0.9999999)
• Keras (2.0.5)
• numpy (1.15.1)
• scipy (0.19.1)
• setuptools (36.0.1)
• six (1.10.0)
• Tensorflow (1.5)
• opencv-python (3.2.0.7)

Keras configuration

Calvo's classifier needs Keras and TensorFlow to be installed. It can be easily done through pip.

Keras works over both Theano and Tensorflow, so after the installation check ~/.keras/keras.json so that it looks like:

{
    "image_dim_ordering": "tf",
    "epsilon": 1e-07,
    "floatx": "float32",
    "backend": "tensorflow"
}