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Fix a couple of bugs #6

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Fix a couple of bugs #6

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d878832
Fix bug where self.target_transform is needed before assignment
protortyp Aug 7, 2023
a7e0d1d
Fix T50 dataloader
protortyp Aug 7, 2023
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6 changes: 3 additions & 3 deletions dataloader_pth.py
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Original file line number Diff line number Diff line change
Expand Up @@ -96,10 +96,10 @@ def __init__(self,
for aug in augmentation_list:
self.augmentation_list.append(self.augmentations[aug])
trainform, testform = self.transform()
self.target_transform = self.to_binary
self.build_train_dataset(trainform)
self.build_val_dataset(trainform)
self.build_test_dataset(testform)
self.target_transform = self.to_binary

def list_dataset_variants(self):
print(self.list_dataset_variant)
Expand Down Expand Up @@ -196,7 +196,7 @@ class T50(Dataset):
def __init__(self, img_dir, label_file, transform=None, target_transform=None):
label_data = json.load(open(label_file, "rb"))
self.label_data = label_data["annotations"]
self.frames = self.label_data.keys()
self.frames = list(self.label_data.keys())
self.img_dir = img_dir
self.transform = transform
self.target_transform = target_transform
Expand Down Expand Up @@ -229,7 +229,7 @@ def get_binary_labels(self, labels):
return (triplet_label, tool_label, verb_label, target_label, phase_label)

def __getitem__(self, index):
labels = self.label_data["annotations"][self.frames[index]]
labels = self.label_data[self.frames[index]]
basename = "{}.png".format(str(self.frames[index]).zfill(6))
img_path = os.path.join(self.img_dir, basename)
image = Image.open(img_path)
Expand Down