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