Compose¶
- class torchvision.transforms.Compose(transforms)[source]¶
Composes several transforms together. This transform does not support torchscript. Please, see the note below.
- Parameters:
transforms (list of
Transform
objects) – list of transforms to compose.
Example
>>> transforms.Compose([ >>> transforms.CenterCrop(10), >>> transforms.PILToTensor(), >>> transforms.ConvertImageDtype(torch.float), >>> ])
Note
In order to script the transformations, please use
torch.nn.Sequential
as below.>>> transforms = torch.nn.Sequential( >>> transforms.CenterCrop(10), >>> transforms.Normalize((0.485, 0.456, 0.406), (0.229, 0.224, 0.225)), >>> ) >>> scripted_transforms = torch.jit.script(transforms)
Make sure to use only scriptable transformations, i.e. that work with
torch.Tensor
, does not require lambda functions orPIL.Image
.Examples using
Compose
:Getting started with transforms v2
Getting started with transforms v2Transforms v2: End-to-end object detection example
Transforms v2: End-to-end object detection exampleVideo API