meetshah1995pytorch-semseg | semantic segmentation github
SemanticSegmentationAlgorithmsImplementedinPyTorchThisrepositoryaimsatmirroringpopularsemanticsegmentationarchitecturesinPyTorch.NetworksimplementedPSPNet[1]-Withsupportforloadingpretrainedmodelsw/ocaffedependencyICNet[2]-WithoptionalbatchnormandpretrainedmodelsFRRN[3]-ModelAandBFCN[4]-All1(FCN32s),2(FCN16s)and3(FCN8s)streamvariantsU-Net[5]-WithoptionaldeconvolutionandbatchnormLink-Net[6]-WithmultipleresnetbackendsSegnet[7]-WithUnpoolingusingMaxpoolindicesUpcomingDataLoadersimplementedRequir...
Semantic Segmentation Algorithms Implemented in PyTorch
This repository aims at mirroring popular semantic segmentation architectures in PyTorch.
Networks implemented PSPNet[1] - With support for loading pretrained models w/o caffe dependency ICNet[2] - With optional batchnorm and pretrained models FRRN[3] - Model A and B FCN[4] - All 1 (FCN32s), 2 (FCN16s) and 3 (FCN8s) stream variants U-Net[5] - With optional deconvolution and batchnorm Link-Net[6] - With multiple resnet backends Segnet[7] - With Unpooling using Maxpool indices Upcoming DataLoaders implemented Requirements pytorch >=0.4.0 torchvision ==0.2.0 scipy tqdm tensorboardX One-line installation
pip install -r requirements.txt
Data Download data for desired dataset(s) from list of URLs here[8]. Extract the zip / tar and modify the path appropriately in your config.yaml UsageSetup config file
# Model Configuration model: arch: <name> [options: fcn[8,16,32]...取得本站獨家住宿推薦 15%OFF 訂房優惠
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