├── .gitignore ├── .pre-commit-config.yaml ├── LICENSE ├── LICENSES.md ├── README.md ├── configs ├── _base_ │ ├── datasets │ │ ├── cityscapesHR_1024x1024.py │ │ ├── cityscapesHR_256x256.py │ │ ├── cityscapesHR_512x512.py │ │ ├── cityscapesHR_768x768.py │ │ ├── cityscapes_128x128.py │ │ ├── cityscapes_256x256.py │ │ ├── cityscapes_384x384.py │ │ ├── cityscapes_512x512.py │ │ ├── gta_to_cityscapes_512x512.py │ │ ├── uda_cityscapesHR_to_acdcHR_1024x1024.py │ │ ├── uda_cityscapesHR_to_darkzurichHR_1024x1024.py │ │ ├── uda_cityscapes_to_acdc_512x512.py │ │ ├── uda_cityscapes_to_darkzurich_512x512.py │ │ ├── uda_gtaCAugHR_to_cityscapesHR_1024x1024.py │ │ ├── uda_gtaCAug_to_cityscapes_512x512.py │ │ ├── uda_gtaHR_to_cityscapesHR_1024x1024.py │ │ ├── uda_gta_to_cityscapes_512x512.py │ │ ├── uda_synthiaHR_to_cityscapesHR_1024x1024.py │ │ └── uda_synthia_to_cityscapes_512x512.py │ ├── default_runtime.py │ ├── models │ │ ├── daformer_aspp_mitb5.py │ │ ├── daformer_conv1_mitb5.py │ │ ├── daformer_isa_mitb5.py │ │ ├── daformer_sepaspp_bottleneck_mitb5.py │ │ ├── daformer_sepaspp_mitb5.py │ │ ├── danet_r50-d8.py │ │ ├── deeplabv2_r50-d8.py │ │ ├── deeplabv2red_r50-d8.py │ │ ├── deeplabv3plus_r50-d8.py │ │ ├── isanet_r50-d8.py │ │ ├── segformer.py │ │ ├── segformer_b5.py │ │ ├── segformer_r101.py │ │ ├── upernet_ch256_mit.py │ │ └── upernet_mit.py │ ├── schedules │ │ ├── adamw.py │ │ ├── poly10.py │ │ ├── poly10warm.py │ │ └── sgd.py │ └── uda │ │ ├── advseg.py │ │ ├── dacs.py │ │ ├── dacs_a999_fdthings.py │ │ ├── dacs_fd.py │ │ ├── dacs_fdthings.py │ │ └── minent.py ├── daformer │ └── gta2cs_uda_warm_fdthings_rcs_croppl_a999_daformer_mitb5_s0.py └── hrda │ └── gtaHR2csHR_hrda.py ├── experiments.py ├── mmseg ├── __init__.py ├── apis │ ├── __init__.py │ ├── inference.py │ ├── test.py │ └── train.py ├── core │ ├── __init__.py │ ├── ddp_wrapper.py │ ├── evaluation │ │ ├── __init__.py │ │ ├── class_names.py │ │ ├── eval_hooks.py │ │ └── metrics.py │ ├── seg │ │ ├── __init__.py │ │ ├── builder.py │ │ └── sampler │ │ │ ├── __init__.py │ │ │ ├── base_pixel_sampler.py │ │ │ └── ohem_pixel_sampler.py │ └── utils │ │ ├── __init__.py │ │ └── misc.py ├── datasets │ ├── __init__.py │ ├── acdc.py │ ├── builder.py │ ├── cityscapes.py │ ├── custom.py │ ├── dark_zurich.py │ ├── dataset_wrappers.py │ ├── gta.py │ ├── pipelines │ │ ├── __init__.py │ │ ├── compose.py │ │ ├── formating.py │ │ ├── loading.py │ │ ├── test_time_aug.py │ │ └── transforms.py │ ├── synthia.py │ └── uda_dataset.py ├── models │ ├── __init__.py │ ├── backbones │ │ ├── __init__.py │ │ ├── mix_transformer.py │ │ ├── resnest.py │ │ ├── resnet.py │ │ └── resnext.py │ ├── builder.py │ ├── decode_heads │ │ ├── __init__.py │ │ ├── aspp_head.py │ │ ├── da_head.py │ │ ├── daformer_head.py │ │ ├── decode_head.py │ │ ├── dlv2_head.py │ │ ├── fcn_head.py │ │ ├── hrda_head.py │ │ ├── isa_head.py │ │ ├── psp_head.py │ │ ├── segformer_head.py │ │ ├── sep_aspp_head.py │ │ └── uper_head.py │ ├── losses │ │ ├── __init__.py │ │ ├── accuracy.py │ │ ├── cross_entropy_loss.py │ │ └── utils.py │ ├── necks │ │ ├── __init__.py │ │ └── segformer_adapter.py │ ├── segmentors │ │ ├── __init__.py │ │ ├── base.py │ │ ├── encoder_decoder.py │ │ └── hrda_encoder_decoder.py │ ├── uda │ │ ├── __init__.py │ │ ├── advseg.py │ │ ├── dacs.py │ │ ├── fcdiscriminator.py │ │ ├── minent.py │ │ └── uda_decorator.py │ └── utils │ │ ├── __init__.py │ │ ├── ckpt_convert.py │ │ ├── dacs_transforms.py │ │ ├── make_divisible.py │ │ ├── res_layer.py │ │ ├── self_attention_block.py │ │ ├── shape_convert.py │ │ └── visualization.py ├── ops │ ├── __init__.py │ ├── encoding.py │ └── wrappers.py ├── utils │ ├── __init__.py │ ├── collect_env.py │ ├── logger.py │ ├── precision_logger.py │ └── utils.py └── version.py ├── requirements.txt ├── resources ├── color_palette.png ├── demo.gif ├── hrda_overview.png ├── license_adaptsegnet ├── license_advent ├── license_dacs ├── license_daformer ├── license_mmseg ├── license_segformer └── uda_over_time_hrda.png ├── run_experiments.py ├── setup.cfg ├── test.sh └── tools ├── __init__.py ├── analyze_logs.py ├── convert_datasets ├── cityscapes.py ├── gta.py ├── mapillary.py └── synthia.py ├── download_checkpoints.sh ├── get_param_count.py ├── print_config.py ├── publish_model.py ├── test.py └── train.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lhoyer/HRDA/HEAD/.gitignore -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lhoyer/HRDA/HEAD/.pre-commit-config.yaml -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lhoyer/HRDA/HEAD/LICENSE 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