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.. _ops:
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Operators
=========
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.. currentmodule:: torchvision.ops

:mod:`torchvision.ops` implements operators that are specific for Computer Vision.

.. note::
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  All operators have native support for TorchScript.
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.. autosummary::
    :toctree: generated/
    :template: function.rst
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    batched_nms
    box_area
    box_convert
    box_iou
    clip_boxes_to_image
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Added CIOU loss function (#5776)  
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    complete_box_iou
    complete_box_iou_loss
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    deform_conv2d
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    drop_block2d
    drop_block3d
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    generalized_box_iou
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    generalized_box_iou_loss
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Distance IoU (#5786)  
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    distance_box_iou
    distance_box_iou_loss
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    masks_to_boxes
    nms
    ps_roi_align
    ps_roi_pool
    remove_small_boxes
    roi_align
    roi_pool
    sigmoid_focal_loss
    stochastic_depth

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

    RoIAlign
    PSRoIAlign
    RoIPool
    PSRoIPool
    DeformConv2d
    MultiScaleRoIAlign
    FeaturePyramidNetwork
    StochasticDepth
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Expose misc ops at package level (#4812)  
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    FrozenBatchNorm2d
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    Conv2dNormActivation
    Conv3dNormActivation
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Expose misc ops at package level (#4812)  
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    SqueezeExcitation
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    DropBlock2d
    DropBlock3d