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Allow folders for the train and validation paths. #168

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Allow folders for the train and validation paths. #168

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38 changes: 34 additions & 4 deletions taming/data/custom.py
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Original file line number Diff line number Diff line change
Expand Up @@ -23,16 +23,46 @@ def __getitem__(self, i):
class CustomTrain(CustomBase):
def __init__(self, size, training_images_list_file):
super().__init__()
with open(training_images_list_file, "r") as f:
paths = f.read().splitlines()

isFile = os.path.isfile(training_images_list_file)
isDirectory = os.path.isdir(training_images_list_file)

if isFile:
with open(training_images_list_file, "r") as f:
paths = f.read().splitlines()

if isDirectory:
paths = []
for images in os.listdir(training_images_list_file):

# check if the image ends with png or jpg or jpeg
if (images.endswith(".png") or images.endswith(".jpg")\
or images.endswith(".jpeg")):
paths.append(os.path.join(training_images_list_file, images))

self.data = ImagePaths(paths=paths, size=size, random_crop=False)


class CustomTest(CustomBase):
def __init__(self, size, test_images_list_file):
super().__init__()
with open(test_images_list_file, "r") as f:
paths = f.read().splitlines()

isFile = os.path.isfile(test_images_list_file)
isDirectory = os.path.isdir(test_images_list_file)

if isFile:
with open(test_images_list_file, "r") as f:
paths = f.read().splitlines()

if isDirectory:
paths = []
for images in os.listdir(test_images_list_file):

# check if the image ends with png or jpg or jpeg
if (images.endswith(".png") or images.endswith(".jpg")\
or images.endswith(".jpeg")):
paths.append(os.path.join(test_images_list_file, images))

self.data = ImagePaths(paths=paths, size=size, random_crop=False)