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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 <https://arxiv.org/abs/1506.01497>`__
- 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
- <https://github.com/pytorch/vision/blob/main/torchvision/models/detection/faster_rcnn.py>`_ 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
-
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