def get_features(self, label):
test_dataset_folder_path = os.path.abspath(
os.path.join(Path(os.getcwd()).parent, self.labelled_dataset_path))
images_list = list(
misc.get_images_in_directory(test_dataset_folder_path).keys())
metadata = Metadata(images_list)
if self.feature_name != 'SIFT':
metadata.save_label_decomposed_features(label,
self.decomposed_feature)
features = misc.load_from_pickle(
self.reduced_pickle_file_folder,
self.decomposed_feature + '_' + label)
else:
features = {}
database_features = misc.load_from_pickle(
self.main_pickle_file_folder, self.feature_name)
label_images_list = metadata.get_specific_metadata_images_list(
feature_dict={'aspectOfHand': label})
for image in label_images_list:
features[image] = database_features[image]
return features
