32 lines
913 B
ReStructuredText
32 lines
913 B
ReStructuredText
Faster R-CNN
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============
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.. currentmodule:: torchvision.models.detection
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The Faster R-CNN model is based on the `Faster R-CNN: Towards Real-Time Object Detection
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with Region Proposal Networks <https://arxiv.org/abs/1506.01497>`__
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paper.
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.. betastatus:: detection module
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Model builders
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--------------
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The following model builders can be used to instantiate a Faster R-CNN model, with or
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without pre-trained weights. All the model builders internally rely on the
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``torchvision.models.detection.faster_rcnn.FasterRCNN`` base class. Please refer to the `source
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code
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<https://github.com/pytorch/vision/blob/main/torchvision/models/detection/faster_rcnn.py>`_ for
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more details about this class.
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.. autosummary::
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:toctree: generated/
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:template: function.rst
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fasterrcnn_resnet50_fpn
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fasterrcnn_resnet50_fpn_v2
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fasterrcnn_mobilenet_v3_large_fpn
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fasterrcnn_mobilenet_v3_large_320_fpn
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