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The installation, data preparation and useage of mmsegmentation please refer to this repo.
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For loading annotations of the Potsdam dataset and ignore the background:
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please replace the files of the same name under
mmseg/datasets/pipelines
with the file under this folder. -
please replace the configuration of Potsdam dataset in
mmseg/datasets/potsdam.py
with this file. -
please replace the files of the same name under
mmseg/code/optimizers
with the file under this folder
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The config are under this folder.
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The config fils for other ResNet-50 based SSL methods can be obtained by changing the checkpoint path in
config/CMID-ResNet50_config.py
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The additional needed files for ViT-B-RVSA and ViTAE-B-RVSA please refer to this repo.
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The config file for the Vaigingen dataset is the same as the one under the config folder, only the dataset name and path need to be changed.