├── .gitignore ├── LICENSE ├── README.md ├── bashscripts ├── cityscapes │ ├── train_pspnet_aaf_mgpu.sh │ ├── train_pspnet_affinity_mgpu.sh │ └── train_pspnet_mgpu.sh └── voc12 │ ├── train_pspnet.sh │ ├── train_pspnet_aaf.sh │ ├── train_pspnet_aaf_mgpu.sh │ ├── train_pspnet_affinity.sh │ ├── train_pspnet_affinity_mgpu.sh │ └── train_pspnet_mgpu.sh ├── dataset ├── cityscapes │ ├── test.txt │ ├── train.txt │ └── val.txt └── voc12 │ ├── test.txt │ ├── test_id.txt │ ├── train+.txt │ ├── train.txt │ ├── trainval.txt │ ├── val.txt │ └── val_id.txt ├── misc ├── architecture.png ├── colormapcs.mat └── colormapvoc.mat ├── network ├── __init__.py ├── aaf │ ├── __init__.py │ ├── layers.py │ └── losses.py ├── common │ ├── __init__.py │ ├── layers.py │ └── resnet_v1.py └── multigpu │ ├── __init__.py │ ├── layers.py │ ├── resnet_v1.py │ └── utils.py ├── pyscripts ├── benchmark │ ├── benchmark_by_instance.py │ ├── benchmark_by_mIoU.py │ └── encode_cityscapes_testid.py ├── inference │ ├── inference.py │ └── inference_msc.py └── train │ ├── train.py │ ├── train_aaf.py │ ├── train_aaf_mgpu.py │ ├── train_affinity.py │ ├── train_affinity_mgpu.py │ └── train_mgpu.py ├── seg_models ├── __init__.py ├── image_reader.py └── models │ ├── __init__.py │ ├── deeplab.py │ ├── fcn.py │ ├── pspnet.py │ └── pspnet_mgpu.py └── utils ├── __init__.py ├── general.py └── metrics.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twke18/Adaptive_Affinity_Fields/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twke18/Adaptive_Affinity_Fields/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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