ResNet
======

.. currentmodule:: torchvision.models

The ResNet model is based on the `Deep Residual Learning for Image Recognition
<https://arxiv.org/abs/1512.03385>`_ paper.


Model builders
--------------

The following model builders can be used to instantiate a ResNet model, with or
without pre-trained weights. All the model builders internally rely on the
``torchvision.models.resnet.ResNet`` base class. Please refer to the `source
code
<https://github.com/pytorch/vision/blob/main/torchvision/models/resnet.py>`_ for
more details about this class.

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

    resnet18
    resnet34
    resnet50
    resnet101
    resnet152