def __init__(self, name, output_path_name, config=None):
"""TODO: to be defined1.
:name: used to create the model name and output results
:output_path_name: to construct the output folder in out directory,
convention is to name it the same as features method name
"""
self._name = name
self._config = cfg.config
if config is not None:
pass
output_path = os.path.join(self._config['OUTPUT_ROOT_DIR'],
output_path_name)
self._output_path = osutils.create_dir(output_path)
self._model = None
def __init__(self, name=None, config=None):
"""TODO define here
:config: a dictionary that can overwrite predefined config fields
:name: using this name to access experiment folders based on this name
"""
self.config = general_config.config
if config is not None:
raise NotImplementedError
if name is None: self.name = 'temp'
else: self.name = name
self.path = osutils.create_dir(self.config['OUTPUT_ROOT_DIR'] +
'/' + self.name)
self._net = None
self._transformer = None
def __init__(self, name, detector, config=None):
"""TODO: to be defined1.
:name: TODO
:detector: detector class, I think I just need the det_cls_img_eval
attribute of it
:config: TODO
"""
self.config = general_config.config
if config is not None:
raise NotImplementedError
if name is None:
self.name = 'temp'
else:
self.name = name
self._output_path = osutils.create_dir(self.config['OUTPUT_ROOT_DIR'] +
'/' + self.name)
if len(detector.det_cls_img_eval) == 0:
detector.prepare()
self._detector = detector
self._file_name = os.path.join(self._output_path, detector._imdb_name +
'_y.pkl')