FCN

The FCN model is based on the Fully Convolutional Networks for Semantic Segmentation paper.

Warning

The segmentation module is in Beta stage, and backward compatibility is not guaranteed.

Model builders

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

fcn_resnet50(*[, weights, progress, ...])	Fully-Convolutional Network model with a ResNet-50 backbone from the Fully Convolutional Networks for Semantic Segmentation paper.
fcn_resnet101(*[, weights, progress, ...])	Fully-Convolutional Network model with a ResNet-101 backbone from the Fully Convolutional Networks for Semantic Segmentation paper.