ConvNeXt — Torchvision 0.16 documentation (original) (raw)

The ConvNeXt model is based on the A ConvNet for the 2020s paper.

Model builders

The following model builders can be used to instantiate a ConvNeXt model, with or without pre-trained weights. All the model builders internally rely on thetorchvision.models.convnext.ConvNeXt base class. Please refer to the source code for more details about this class.

convnext_tiny(*[, weights, progress]) ConvNeXt Tiny model architecture from the A ConvNet for the 2020s paper.
convnext_small(*[, weights, progress]) ConvNeXt Small model architecture from the A ConvNet for the 2020s paper.
convnext_base(*[, weights, progress]) ConvNeXt Base model architecture from the A ConvNet for the 2020s paper.
convnext_large(*[, weights, progress]) ConvNeXt Large model architecture from the A ConvNet for the 2020s paper.