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fix ISIC dataloader
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halleewong committed Oct 22, 2024
1 parent 5de59be commit 1cb9712
Showing 1 changed file with 5 additions and 7 deletions.
12 changes: 5 additions & 7 deletions dataset.py
Original file line number Diff line number Diff line change
Expand Up @@ -22,9 +22,9 @@ class ISIC2016(Dataset):
def __init__(self, args, data_path , transform = None, transform_msk = None, mode = 'Training',prompt = 'click', plane = False):

df = pd.read_csv(os.path.join(data_path, 'ISBI2016_ISIC_Part3B_' + mode + '_GroundTruth.csv'), encoding='gbk')
self.name_list = df.iloc[:,1].tolist()
self.label_list = df.iloc[:,2].tolist()
self.data_path = data_path
self.name_list = df.iloc[:,0].tolist()
self.label_list = df.iloc[:,1].tolist()
self.data_path = os.path.join(data_path, 'ISBI2016_ISIC_Part3B_' + mode + "_Data")
self.mode = mode
self.prompt = prompt
self.img_size = args.image_size
Expand All @@ -40,10 +40,10 @@ def __getitem__(self, index):
point_label = 1

"""Get the images"""
name = self.name_list[index]
name = self.name_list[index] + ".jpg"
img_path = os.path.join(self.data_path, name)

mask_name = self.label_list[index]
mask_name = self.name_list[index] + "_Segmentation.png"
msk_path = os.path.join(self.data_path, mask_name)

img = Image.open(img_path).convert('RGB')
Expand All @@ -60,11 +60,9 @@ def __getitem__(self, index):
img = self.transform(img)
torch.set_rng_state(state)


if self.transform_msk:
mask = self.transform_msk(mask)


name = name.split('/')[-1].split(".jpg")[0]
image_meta_dict = {'filename_or_obj':name}
return {
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