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Fix an error in calculating SIFID #158

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Fix an error in calculating SIFID #158

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6 changes: 3 additions & 3 deletions SIFID/sifid_score.py
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Original file line number Diff line number Diff line change
Expand Up @@ -51,7 +51,7 @@ def tqdm(x): return x
parser.add_argument('--images_suffix', default='jpg', type=str, help='image file suffix')


def get_activations(files, model, batch_size=1, dims=64,
def get_activations(files, model, batch_size=1, dims=192,
cuda=False, verbose=False):
"""Calculates the activations of the pool_3 layer for all images.

Expand Down Expand Up @@ -183,7 +183,7 @@ def calculate_frechet_distance(mu1, sigma1, mu2, sigma2, eps=1e-6):


def calculate_activation_statistics(files, model, batch_size=1,
dims=64, cuda=False, verbose=False):
dims=192, cuda=False, verbose=False):
"""Calculation of the statistics used by the FID.
Params:
-- files : List of image files paths
Expand Down Expand Up @@ -255,7 +255,7 @@ def calculate_sifid_given_paths(path1, path2, batch_size, cuda, dims, suffix):
path2 = args.path2fake
suffix = args.images_suffix

sifid_values = calculate_sifid_given_paths(path1,path2,1,args.gpu!='',64,suffix)
sifid_values = calculate_sifid_given_paths(path1,path2,1,args.gpu!='',192,suffix)

sifid_values = np.asarray(sifid_values,dtype=np.float32)
numpy.save('SIFID', sifid_values)
Expand Down