├── .gitignore ├── LICENCE ├── README.md ├── assets └── images │ ├── 5541_poster.pdf │ ├── OnDA_poster.pdf │ ├── clip-min.gif │ └── cover-min.png ├── configs ├── advent.yml ├── confidence_der_switch.yml ├── confidence_switch.yml ├── dynamic_model.yml ├── hybrid_switch.yml ├── hybrid_switch_fog.yml ├── offline_fog.yml ├── static_model.yml ├── training_fog.yml ├── validation.yml ├── validation_offline_advent.yml └── validation_offline_fog.yml ├── environment.yml ├── framework ├── __init__.py ├── dataset │ ├── __init__.py │ ├── base_dataset.py │ ├── bern_video │ │ ├── info.json │ │ ├── metadata_bern.json │ │ └── video_sets.py │ ├── buffer_db.py │ ├── cityscapes.py │ ├── cityscapes_list │ │ ├── info.json │ │ ├── label.txt │ │ ├── sample.txt │ │ ├── test.txt │ │ ├── train.txt │ │ ├── val.txt │ │ ├── weather_temp │ │ │ ├── weather_train.txt │ │ │ └── weather_val.txt │ │ ├── weather_train.txt │ │ └── weather_val.txt │ ├── segmentation_db.py │ └── weather_cityscapes_list │ │ ├── info.json │ │ ├── metadata.json │ │ ├── metadata_fog.json │ │ ├── metadata_server_backup.json │ │ ├── metadata_video.json │ │ ├── temp_fog_filename_creation.py │ │ ├── weather_cityscapes_fog_sets.py │ │ ├── weather_cityscapes_sets.py │ │ └── weather_cityscapes_video_sets.py ├── domain_adaptation │ ├── Dockerfile │ ├── __init__.py │ ├── config.py │ ├── config_ouda.py │ ├── eval_UDA.py │ ├── evaluate.py │ └── methods │ │ ├── adaptation_model.py │ │ ├── advent_da.py │ │ ├── prototype_advent.py │ │ ├── prototype_handler.py │ │ ├── prototypes.py │ │ ├── prototypes_hswitch.py │ │ ├── prototypes_hybrid_switch.py │ │ ├── prototypes_vswitch.py │ │ └── segmentation.py ├── handlers │ ├── __init__.py │ ├── adaptation_method_handler.py │ ├── database_handler.py │ └── model_handler.py ├── model │ ├── __init__.py │ ├── deeplabv2.py │ ├── deeplabv2_proda.py │ ├── deeplabv2_split.py │ ├── deeplabv3 │ │ ├── _deeplab.py │ │ ├── backbone │ │ │ ├── mobilenetv2.py │ │ │ └── resnet.py │ │ ├── modeling.py │ │ └── utils.py │ ├── discriminator.py │ └── resnet.py └── utils │ ├── __init__.py │ ├── ewc.py │ ├── func.py │ ├── logging.py │ ├── loss.py │ ├── monitoring.py │ ├── serialization.py │ └── viz_segmask.py ├── pretrained └── .empty ├── prototypes.pickle ├── snapshots └── .empty └── train_ouda.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theo2021/OnDA/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENCE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theo2021/OnDA/HEAD/LICENCE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theo2021/OnDA/HEAD/README.md -------------------------------------------------------------------------------- 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