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faster_rcnn.rst

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Faster R-CNN

.. currentmodule:: torchvision.models.detection

The Faster R-CNN model is based on the Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks paper.

.. betastatus:: detection module

Model builders

The following model builders can be used to instantiate a Faster R-CNN model, with or without pre-trained weights. All the model builders internally rely on the torchvision.models.detection.faster_rcnn.FasterRCNN base class. Please refer to the source code for more details about this class.

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

    fasterrcnn_resnet50_fpn
    fasterrcnn_resnet50_fpn_v2
    fasterrcnn_mobilenet_v3_large_fpn
    fasterrcnn_mobilenet_v3_large_320_fpn