Writes labels, in order of loaded files.
Lables are saved as integers based upon a mapping of classnames in alphabetical order to natural numbers:
# Small part of the dictionary
{'echinoderm_larva_seastar_bipinnaria': 42, 'unknown_sticks': 119, 'tornaria_acorn_worm_larvae': 107, 'echinoderm_seacucumber_auricularia_larva': 44, 'ctenophore_lobate': 31, 'pteropod_triangle': 89, 'ctenophore_cestid': 28 ...
Save/load metadata
Writes metadata of processed data to file (mostly preprocessing options, such as the pad_size).
Loading is pretty straightforward:
In [3]: import util
In [4]: util.load_metadata()
Out [4]:
{u'class_count': 121,
u'image_size': 32,
u'patch_size': 6,
u'patches_per_image': 729,
u'square_method': 'pad'}
Rename to follow conventions
Most identifiers such as variable names are renamed to follow agreed upon conventions.
Misc
- Fix builds on travis due to missing PIL library
- Unskip tests that failed due to this.
- Remove unused save function in util file
- Preprocess refactor to use **kwargs instead of a dozen arguments
Save/load labels
Writes labels, in order of loaded files. Lables are saved as integers based upon a mapping of classnames in alphabetical order to natural numbers:
Save/load metadata
Writes metadata of processed data to file (mostly preprocessing options, such as the
pad_size).Loading is pretty straightforward:
Rename to follow conventions
Most identifiers such as variable names are renamed to follow agreed upon conventions.
Misc