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DeepLabV3

.. currentmodule:: torchvision.models.segmentation

The DeepLabV3 model is based on the Rethinking Atrous Convolution for Semantic Image Segmentation paper.

.. betastatus:: segmentation module


Model builders

The following model builders can be used to instantiate a DeepLabV3 model with different backbones, with or without pre-trained weights. All the model builders internally rely on the torchvision.models.segmentation.deeplabv3.DeepLabV3 base class. Please refer to the source code for more details about this class.

.. autosummary::
    :toctree: generated/
    :template: function.rst

    deeplabv3_mobilenet_v3_large
    deeplabv3_resnet50
    deeplabv3_resnet101