Dimitri Korsch f6d8da96b4 added reveal routine to parts class 6 vuotta sitten
..
mixins b489749f0e added some plotting routines 6 vuotta sitten
README.md 9e5a63fef6 'nabirds/dataset/README.md' ändern 6 vuotta sitten
__init__.py 48cc555994 Added feature reading mixin 6 vuotta sitten
image.py 346c69f711 Solved merge conflicts 6 vuotta sitten
part.py f6d8da96b4 added reveal routine to parts class 6 vuotta sitten
utils.py 346c69f711 Solved merge conflicts 6 vuotta sitten

README.md

Dataset

The provided Dataset class inherits from the AnnotationsReadMixin and the PartMixing. Consequently, to create a Dataset instance an Annotation object is required (it is necessary to pass the names of the arguments!):

# replace NAB_Annotations with CUB_Annotations to load CUB200-2011 annotations
from nabirds import NAB_Annotations, Dataset

annot = NAB_Annotations("path/to/nab/folder")

train_data = Dataset(uuids=annot.train_uuids, annotations=annot)
test_data = Dataset(uuids=annot.test_uuids, annotations=annot)

Working with part and bounding box annotations

In order to enable the PartMixing functionalities pass the appropriate arguments to the initializer:

data = Dataset(
	uuids=uuids, annotations=annot,

	uniform_parts=True,

	crop_to_bb=True,
	crop_uniform=True,

	parts_in_bb=True,

	rnd_select=True,
	ratio=0.35,
	seed=21486214
)

Information about all possible PartMixing functionalities can be found here.

All of the used part and bounding box functionalities can be manually used with the help of the utils module.

utils module

TBD (see main page for more information for now)