Skip to content

Setting a single negative value or a couple of negative values to sigma argument of ElasticTransform() doesn't get error against the error message #8877

Open
@hyperkai

Description

@hyperkai

🐛 Describe the bug

Setting a negative and positive value together to sigma argument of ElasticTransform() gets the error messages as shown below:

from torchvision.datasets import OxfordIIITPet
from torchvision.transforms.v2 import ElasticTransform

my_data1 = OxfordIIITPet(
    root="data",             # ↓ ↓ ↓ ↓ ↓ ↓ ↓ ↓ ↓
    transform=ElasticTransform(sigma=[-100, 100])
)

my_data2 = OxfordIIITPet(
    root="data",             # ↓ ↓ ↓ ↓ ↓ ↓ ↓ ↓ ↓
    transform=ElasticTransform(sigma=[100, -100])
)

my_data1[0] # Error
my_data2[0] # Error

ValueError: sigma should have positive values. Got [-100.0, 100.0]

ValueError: sigma should have positive values. Got [100.0, -100.0]

But setting a single negative value or a couple of negative values to sigma argument of ElasticTransform() doesn't get error against the above error message as shown below:

from torchvision.datasets import OxfordIIITPet
from torchvision.transforms.v2 import ElasticTransform

my_data1 = OxfordIIITPet(
    root="data",             # ↓ ↓ ↓ ↓ ↓
    transform=ElasticTransform(sigma=-100)
)

my_data2 = OxfordIIITPet(
    root="data",             # ↓ ↓ ↓ ↓ ↓ ↓ ↓ ↓ ↓
    transform=ElasticTransform(sigma=[-100, -100])
)

my_data1[0]
# (<PIL.Image.Image image mode=RGB size=394x500>, 0)

my_data2[0]
# (<PIL.Image.Image image mode=RGB size=394x500>, 0)

Versions

import torchvision

torchvision.__version__ # '0.20.1'

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions