def __init__(self):
synsets = get_pixel_hard_synsets()
clist = get2013_Categories()
synsets = [c for c in synsets if c in clist][:25]
num_per_synset = 250
super(PixelHardSynsets2013ChallengeTop25Screenset, self).__init__(synsets=synsets,
num_per_synset=num_per_synset,
seed=0)
def __init__(self):
synsets = get_pixel_hard_synsets()
clist = get2013_Categories()
synsets = [c for c in synsets if c in clist][:25]
num_per_synset = 250
super(PixelHardSynsets2013ChallengeTop25Screenset, self).__init__(synsets=synsets,
num_per_synset=num_per_synset,
seed=0)
def __init__(self):
random.seed('Challenge_Synsets_100_Random')
synsets = random.sample(list(set(get2013_Categories()) - set(broken_synsets)), 100)
num_per_synset = 200
full_dict = self.get_full_filenames_dictionary()
filenames = []
for synset in synsets:
filenames.extend(random.sample(full_dict[synset], num_per_synset))
data = {'filenames': filenames}
super(Challenge_Synsets_100_Random, self).__init__(data=data)
def __init__(self):
random.seed('Challenge_Synsets_100_Random')
synsets = random.sample(list(set(get2013_Categories()) - set(broken_synsets)), 100)
num_per_synset = 200
full_dict = self.get_full_filenames_dictionary()
filenames = []
for synset in synsets:
filenames.extend(random.sample(full_dict[synset], num_per_synset))
data = {'filenames': filenames}
super(Challenge_Synsets_100_Random, self).__init__(data=data)
def __init__(self):
random.seed('Big_Pixel_Screen')
big_synsets = Imagenet().get_synset_list(thresh=1000)
screen_synsets = list((set(get2013_Categories()) | set(big_synsets)) - broken_synsets)
full_filenames_dict = self.get_full_filenames_dictionary()
filenames = []
filenames_dict = {}
num_per_synset = 200
for synset in screen_synsets:
filenames_from_synset = random.sample(full_filenames_dict[synset], num_per_synset)
filenames.extend(filenames_from_synset)
filenames_dict[synset] = filenames_from_synset
data = {'filenames': filenames,
'filenames_dict': filenames_dict}
super(Big_Pixel_Screen, self).__init__(data=data)
def __init__(self):
random.seed('Big_Pixel_Screen')
big_synsets = Imagenet().get_synset_list(thresh=1000)
screen_synsets = list((set(get2013_Categories()) | set(big_synsets)) - broken_synsets)
full_filenames_dict = self.get_full_filenames_dictionary()
filenames = []
filenames_dict = {}
num_per_synset = 200
for synset in screen_synsets:
filenames_from_synset = random.sample(full_filenames_dict[synset], num_per_synset)
filenames.extend(filenames_from_synset)
filenames_dict[synset] = filenames_from_synset
data = {'filenames': filenames,
'filenames_dict': filenames_dict}
super(Big_Pixel_Screen, self).__init__(data=data)
def __init__(self):
synsets = list(set(get2013_Categories()) - broken_synsets)
data = {'synset_list': synsets}
super(ChallengeSynsets2013, self).__init__(data=data)
def __init__(self):
synsets = list(set(get2013_Categories()) - broken_synsets)
data = {'synset_list': synsets}
super(ChallengeSynsets2013, self).__init__(data=data)