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.pyTraining model for Pixelwise Analysis of Music Document
in calvo_trainer.pyFast 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"
}