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Trans4PASS-main-baseline-adaptation-3-all.zip

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更新日期:2024-07-17

The HV-DMLP and HV-DPE Modules for the Semantic Segmentation of

资源文件列表(大概)

文件名

大小

Trans4PASS-main-baseline-adaptation-3-all/

Trans4PASS-main-baseline-adaptation-3-all/.gitignore

94B

Trans4PASS-main-baseline-adaptation-3-all/adaptations/

Trans4PASS-main-baseline-adaptation-3-all/adaptations/compute_iou.py

12.51KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/

Trans4PASS-main-baseline-adaptation-3-all/adaptations/datasets

11B

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/cityscapes_list/

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/cityscapes_list/info.json

1.28KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/cityscapes_list/label.txt

25.34KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/cityscapes_list/train.txt

136.61KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/cityscapes_list/val.txt

23.39KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/cs13_dataset_src.py

2.85KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/cs_dataset_src.py

2.32KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/densepass_dataset.py

4.97KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/densepass_list/

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/densepass_list/info.json

1.28KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/densepass_list/label.txt

2.42KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/densepass_list/train.txt

30.21KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/densepass_list/val.txt

1.05KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/dp13_dataset.py

5.5KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/s2d3d_pan_list/

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/s2d3d_pan_list/info.json

675B

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/s2d3d_pan_list/label.txt

41.63KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/s2d3d_pan_list/train.txt

104.89KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/s2d3d_pan_list/trainval.txt

142.88KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/s2d3d_pan_list/val.txt

37.99KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/s2d3d_pin_list/

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/s2d3d_pin_list/colors.npy

170B

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/s2d3d_pin_list/label.txt

1.7MB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/s2d3d_pin_list/name2label.json

177B

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/s2d3d_pin_list/semantic_labels.json

244.3KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/s2d3d_pin_list/train.txt

4.55MB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/s2d3d_pin_list/trainval.txt

6.08MB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/s2d3d_pin_list/val.txt

1.53MB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/s3d8_dataset.py

2.91KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/sp13_dataset.py

3.02KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/sp22_dataset.py

3.06KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/stanford_pan8_dataset.py

7.44KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/stanford_pan_dataset.py

6.59KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/stanford_pin8_dataset.py

4.43KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/stanford_pin_dataset.py

4.01KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/structured3d_list/

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/structured3d_list/label.txt

99.87KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/structured3d_list/test.txt

102.39KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/structured3d_list/train.txt

1.08MB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/structured3d_list/val.txt

106.81KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/synpass_list/

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/synpass_list/label.txt

108.61KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/synpass_list/test.txt

45.51KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/synpass_list/train.txt

222.71KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/synpass_list/val.txt

80.94KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/dataset/__init__.py

Trans4PASS-main-baseline-adaptation-3-all/adaptations/evaluate.py

6.32KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/evaluate_out13.py

6.57KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/gen_pseudo_label.py

6.08KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/init_memory_joint_ms.npy

19.13KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/init_memory_joint_ms_Trans4PASS_plus_v2_CS13.npy

13.13KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/model/

Trans4PASS-main-baseline-adaptation-3-all/adaptations/model/discriminator.py

875B

Trans4PASS-main-baseline-adaptation-3-all/adaptations/model/memory.py

7.99KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/model/trans4pass.py

29.05KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/model/trans4passplus.py

32.8KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/model/__init__.py

Trans4PASS-main-baseline-adaptation-3-all/adaptations/train_mpa.py

23.9KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/train_mpa_out_p2p.py

23.56KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/train_ssl.py

21.02KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/train_warm.py

21.31KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/train_warm_out_p2p.py

20.96KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/utils/

Trans4PASS-main-baseline-adaptation-3-all/adaptations/utils/constant.py

5.8KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/utils/functions.py

506B

Trans4PASS-main-baseline-adaptation-3-all/adaptations/utils/loss.py

1.99KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/utils/transform.py

11.22KB

Trans4PASS-main-baseline-adaptation-3-all/adaptations/utils/__init__.py

Trans4PASS-main-baseline-adaptation-3-all/adaptations/workdirs

11B

Trans4PASS-main-baseline-adaptation-3-all/adaptations/__init__.py

Trans4PASS-main-baseline-adaptation-3-all/colors.npy

170B

Trans4PASS-main-baseline-adaptation-3-all/configs/

Trans4PASS-main-baseline-adaptation-3-all/configs/cityscapes/

Trans4PASS-main-baseline-adaptation-3-all/configs/cityscapes13/

Trans4PASS-main-baseline-adaptation-3-all/configs/cityscapes13/trans4pass_plus_small_512x512.yaml

759B

Trans4PASS-main-baseline-adaptation-3-all/configs/cityscapes13/trans4pass_plus_tiny_512x512.yaml

756B

Trans4PASS-main-baseline-adaptation-3-all/configs/cityscapes/trans4pass_plus_small_512x512.yaml

747B

Trans4PASS-main-baseline-adaptation-3-all/configs/cityscapes/trans4pass_plus_tiny_512x512.yaml

744B

Trans4PASS-main-baseline-adaptation-3-all/configs/cityscapes/trans4pass_small_512x512.yaml

717B

Trans4PASS-main-baseline-adaptation-3-all/configs/cityscapes/trans4pass_tiny_512x512.yaml

714B

Trans4PASS-main-baseline-adaptation-3-all/configs/stanford2d3d/

Trans4PASS-main-baseline-adaptation-3-all/configs/stanford2d3d8/

Trans4PASS-main-baseline-adaptation-3-all/configs/stanford2d3d8/trans4pass_plus_small_1080x1080.yaml

750B

Trans4PASS-main-baseline-adaptation-3-all/configs/stanford2d3d8/trans4pass_plus_tiny_1080x1080.yaml

747B

Trans4PASS-main-baseline-adaptation-3-all/configs/stanford2d3d/trans4pass_plus_small_1080x1080.yaml

783B

Trans4PASS-main-baseline-adaptation-3-all/configs/stanford2d3d/trans4pass_plus_tiny_1080x1080.yaml

780B

Trans4PASS-main-baseline-adaptation-3-all/configs/stanford2d3d/trans4pass_small_1080x1080.yaml

732B

Trans4PASS-main-baseline-adaptation-3-all/configs/stanford2d3d/trans4pass_tiny_1080x1080.yaml

729B

Trans4PASS-main-baseline-adaptation-3-all/configs/stanford2d3d_pan/

Trans4PASS-main-baseline-adaptation-3-all/configs/stanford2d3d_pan/trans4pass_plus_small_1080x1080.yaml

1KB

Trans4PASS-main-baseline-adaptation-3-all/configs/stanford2d3d_pan/trans4pass_small_1080x1080.yaml

741B

Trans4PASS-main-baseline-adaptation-3-all/configs/stanford2d3d_pan/trans4pass_tiny_1080x1080.yaml

734B

Trans4PASS-main-baseline-adaptation-3-all/configs/structured3d8/

Trans4PASS-main-baseline-adaptation-3-all/configs/structured3d8/trans4pass_plus_small_512x512.yaml

739B

Trans4PASS-main-baseline-adaptation-3-all/configs/structured3d8/trans4pass_plus_tiny_512x512.yaml

736B

Trans4PASS-main-baseline-adaptation-3-all/configs/synpass/

Trans4PASS-main-baseline-adaptation-3-all/configs/synpass13/

Trans4PASS-main-baseline-adaptation-3-all/configs/synpass13/trans4pass_plus_small_512x512.yaml

849B

Trans4PASS-main-baseline-adaptation-3-all/configs/synpass13/trans4pass_plus_tiny_512x512.yaml

844B

Trans4PASS-main-baseline-adaptation-3-all/configs/synpass/trans4pass_plus_small_512x512.yaml

765B

Trans4PASS-main-baseline-adaptation-3-all/configs/synpass/trans4pass_plus_tiny_512x512.yaml

777B

Trans4PASS-main-baseline-adaptation-3-all/configs/synpass/trans4pass_small_512x512.yaml

750B

Trans4PASS-main-baseline-adaptation-3-all/configs/synpass/trans4pass_tiny_512x512.yaml

762B

Trans4PASS-main-baseline-adaptation-3-all/figs/

Trans4PASS-main-baseline-adaptation-3-all/figs/fig_trans4pass.png

271.76KB

Trans4PASS-main-baseline-adaptation-3-all/figs/fig_trans4pass_plus.png

413.86KB

Trans4PASS-main-baseline-adaptation-3-all/figs/fig_vis_synpass.png

315.62KB

Trans4PASS-main-baseline-adaptation-3-all/LICENSE

11.08KB

Trans4PASS-main-baseline-adaptation-3-all/name2label.json

177B

Trans4PASS-main-baseline-adaptation-3-all/README.md

18.11KB

Trans4PASS-main-baseline-adaptation-3-all/requirements.txt

155B

Trans4PASS-main-baseline-adaptation-3-all/segmentron/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/config/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/config/config.py

4.41KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/config/settings.py

7.61KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/config/__init__.py

25B

Trans4PASS-main-baseline-adaptation-3-all/segmentron/config/__pycache__/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/config/__pycache__/config.cpython-38.pyc

4.44KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/config/__pycache__/settings.cpython-38.pyc

3.36KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/config/__pycache__/__init__.cpython-38.pyc

212B

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/custom_transforms.py

6.55KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/cityscapes.py

5.24KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/coco.py

5.58KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/combine_dbs.py

3.23KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/pascal.py

5.7KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/sbd.py

3.99KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/__init__.py

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/__pycache__/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/__pycache__/cityscapes.cpython-36.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/__pycache__/coco.cpython-36.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/__pycache__/combine_dbs.cpython-36.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/__pycache__/pascal.cpython-35.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/__pycache__/pascal.cpython-36.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/__pycache__/pascal.cpython-37.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/__pycache__/pascal.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/__pycache__/pascal.cpython-39.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/__pycache__/sbd.cpython-36.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/__pycache__/__init__.cpython-35.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/__pycache__/__init__.cpython-36.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/__pycache__/__init__.cpython-37.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/__pycache__/__init__.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/datasets/__pycache__/__init__.cpython-39.pyc

170B

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/utils.py

3.4KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__init__.py

2.25KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__pycache__/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__pycache__/custom_transforms.cpython-35.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__pycache__/custom_transforms.cpython-36.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__pycache__/custom_transforms.cpython-37.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__pycache__/custom_transforms.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__pycache__/custom_transforms.cpython-39.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__pycache__/utils.cpython-35.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__pycache__/utils.cpython-36.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__pycache__/utils.cpython-37.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__pycache__/utils.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__pycache__/utils.cpython-39.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__pycache__/__init__.cpython-35.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__pycache__/__init__.cpython-36.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__pycache__/__init__.cpython-37.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__pycache__/__init__.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/dataloader/__pycache__/__init__.cpython-39.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/downloader/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/downloader/ade20k.py

1.79KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/downloader/cityscapes.py

1.94KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/downloader/mscoco.py

2.81KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/downloader/pascal_voc.py

4.28KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/downloader/sbu_shadow.py

2.05KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/downloader/__init__.py

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/__init__.py

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/__pycache__/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/data/__pycache__/__init__.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/build.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/eespnet.py

6.11KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/hrnet.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/mobilenet.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/resnet.py

8.67KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/trans4pass.py

19.25KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/xception.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/__init__.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/__pycache__/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/__pycache__/build.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/__pycache__/eespnet.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/__pycache__/hrnet.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/__pycache__/mobilenet.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/__pycache__/resnet.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/__pycache__/trans4pass.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/__pycache__/xception.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/backbones/__pycache__/__init__.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/model_zoo.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/segbase.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/trans4pass.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/__init__.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/__pycache__/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/__pycache__/model_zoo.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/__pycache__/segbase.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/__pycache__/trans4pass.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/models/__pycache__/__init__.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/basic.py

6.35KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/batch_norm.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/csrc/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/csrc/criss_cross_attention/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/csrc/criss_cross_attention/ca.h

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/csrc/criss_cross_attention/ca_cuda.cu

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/csrc/vision.cpp

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/dmlp.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/dmlpv2.py

12.06KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/drop.py

6.77KB

Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/module.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/norm.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/sync_bn/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/sync_bn/syncbn.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/__init__.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/__pycache__/

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/__pycache__/batch_norm.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/__pycache__/dmlpv2.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/modules/__pycache__/__init__.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/solver/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/solver/loss.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/solver/lovasz_losses.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/solver/lr_scheduler.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/solver/optimizer.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/solver/__init__.py

Trans4PASS-main-baseline-adaptation-3-all/segmentron/solver/__pycache__/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/solver/__pycache__/loss.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/solver/__pycache__/lovasz_losses.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/solver/__pycache__/lr_scheduler.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/solver/__pycache__/optimizer.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/solver/__pycache__/__init__.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/default_setup.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/distributed.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/download.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/env.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/filesystem.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/logger.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/options.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/parallel.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/registry.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/score.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/visualize.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/__init__.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/__pycache__/

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/__pycache__/distributed.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/__pycache__/download.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/__pycache__/env.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/__pycache__/filesystem.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/__pycache__/logger.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/__pycache__/options.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/__pycache__/registry.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/__pycache__/score.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/__pycache__/visualize.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/utils/__pycache__/__init__.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/__init__.py

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Trans4PASS-main-baseline-adaptation-3-all/segmentron/__pycache__/

Trans4PASS-main-baseline-adaptation-3-all/segmentron/__pycache__/__init__.cpython-38.pyc

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Trans4PASS-main-baseline-adaptation-3-all/semantic_labels.json

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Trans4PASS-main-baseline-adaptation-3-all/setup.py

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Trans4PASS-main-baseline-adaptation-3-all/tools/

Trans4PASS-main-baseline-adaptation-3-all/tools/configs/

Trans4PASS-main-baseline-adaptation-3-all/tools/configs/cityscapes/

Trans4PASS-main-baseline-adaptation-3-all/tools/configs/cityscapes13/

Trans4PASS-main-baseline-adaptation-3-all/tools/configs/cityscapes13/trans4pass_plus_small_512x512.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/cityscapes13/trans4pass_plus_tiny_512x512.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/cityscapes/trans4pass_plus_small_512x512.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/cityscapes/trans4pass_plus_tiny_512x512.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/cityscapes/trans4pass_small_512x512.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/cityscapes/trans4pass_tiny_512x512.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/stanford2d3d/

Trans4PASS-main-baseline-adaptation-3-all/tools/configs/stanford2d3d8/

Trans4PASS-main-baseline-adaptation-3-all/tools/configs/stanford2d3d8/trans4pass_plus_small_1080x1080.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/stanford2d3d8/trans4pass_plus_tiny_1080x1080.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/stanford2d3d/trans4pass_plus_small_1080x1080.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/stanford2d3d/trans4pass_plus_tiny_1080x1080.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/stanford2d3d/trans4pass_small_1080x1080.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/stanford2d3d/trans4pass_tiny_1080x1080.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/stanford2d3d_pan/

Trans4PASS-main-baseline-adaptation-3-all/tools/configs/stanford2d3d_pan/trans4pass_plus_small_1080x1080.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/stanford2d3d_pan/trans4pass_small_1080x1080.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/stanford2d3d_pan/trans4pass_tiny_1080x1080.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/structured3d8/

Trans4PASS-main-baseline-adaptation-3-all/tools/configs/structured3d8/trans4pass_plus_small_512x512.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/structured3d8/trans4pass_plus_tiny_512x512.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/synpass/

Trans4PASS-main-baseline-adaptation-3-all/tools/configs/synpass13/

Trans4PASS-main-baseline-adaptation-3-all/tools/configs/synpass13/trans4pass_plus_small_512x512.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/synpass13/trans4pass_plus_tiny_512x512.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/synpass/trans4pass_plus_small_512x512.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/synpass/trans4pass_plus_tiny_512x512.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/synpass/trans4pass_small_512x512.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/configs/synpass/trans4pass_tiny_512x512.yaml

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Trans4PASS-main-baseline-adaptation-3-all/tools/eval_dp.py

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Trans4PASS-main-baseline-adaptation-3-all/tools/eval_dp13.py

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Trans4PASS-main-baseline-adaptation-3-all/tools/eval_s2d3d.py

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Trans4PASS-main-baseline-adaptation-3-all/tools/eval_s2d3d8.py

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Trans4PASS-main-baseline-adaptation-3-all/tools/eval_sp.py

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Trans4PASS-main-baseline-adaptation-3-all/tools/mypath.py

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Trans4PASS-main-baseline-adaptation-3-all/tools/train_cs.py

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Trans4PASS-main-baseline-adaptation-3-all/tools/train_cs13.py

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Trans4PASS-main-baseline-adaptation-3-all/tools/train_s2d3d.py

11.03KB

Trans4PASS-main-baseline-adaptation-3-all/tools/train_s2d3d8.py

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Trans4PASS-main-baseline-adaptation-3-all/tools/train_s2d3d_span.py

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Trans4PASS-main-baseline-adaptation-3-all/tools/train_sp.py

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/

Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/

Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/

Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-08-50_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-09-07_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-09-08_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-09-10_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-09-12_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-09-13_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-09-14_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-09-18_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-09-20_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-09-21_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-09-24_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-09-27_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-09-28_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-09-29_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-09-31_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-09-35_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-09-36_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-11_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

38KB

Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-13_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

38KB

Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-15_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-16_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-18_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-23_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-29_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-30_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-34_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-38_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-39_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-40_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-42_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-43_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-44_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-46_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-47_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-10-54_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-11-00_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-11-03_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-11-07_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-11-13_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-11-16_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-06-11-21_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-09-14-32_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-09-14-58_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-09-15-01_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-11-15-22_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-11-15-40_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-11-15-49_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-11-15-54_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-11-15-55_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-11-16-07_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-11-16-15_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-11-16-22_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-11-16-33_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-11-16-40_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-11-17-19_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-11-17-24_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-11-17-27_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-11-17-32_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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Trans4PASS-main-baseline-adaptation-3-all/tools/workdirs/stanford2d3d/trans4pass_small_1080x1080/2024-07-11-17-36_Trans4PASS_trans4pass_v2_stanford2d3d_log.txt

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The HV-DMLP and HV-DPE Modules for the Semantic Segmentation of the Panoramic Image，xing hu, yi an, cheng shao, sen wang, huosheng hu. science robotics原文代码，欢迎交流，广泛使用。

# Transformers for Panoramic Semantic Segmentation (Trans4PASS & Trans4PASS+)**Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation**, CVPR 2022, [[PDF](https://arxiv.org/pdf/2203.01452.pdf)].![trans4pass](figs/fig_trans4pass.png)**Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation**, arxiv preprint, [[PDF](https://arxiv.org/pdf/2207.11860.pdf)].![trans4pass+](figs/fig_trans4pass_plus.png)[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/behind-every-domain-there-is-a-shift-adapting/semantic-segmentation-on-densepass)](https://paperswithcode.com/sota/semantic-segmentation-on-densepass?p=behind-every-domain-there-is-a-shift-adapting)[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/behind-every-domain-there-is-a-shift-adapting/semantic-segmentation-on-synpass)](https://paperswithcode.com/sota/semantic-segmentation-on-synpass?p=behind-every-domain-there-is-a-shift-adapting)[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/behind-every-domain-there-is-a-shift-adapting/semantic-segmentation-on-stanford2d3d-1)](https://paperswithcode.com/sota/semantic-segmentation-on-stanford2d3d-1?p=behind-every-domain-there-is-a-shift-adapting)[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/bending-reality-distortion-aware-transformers/semantic-segmentation-on-cityscapes-val)](https://paperswithcode.com/sota/semantic-segmentation-on-cityscapes-val?p=bending-reality-distortion-aware-transformers)## Update- [08/2022], a new panoramic semantic segmentation benchmark **SynPASS** is released. - [08/2022], Trans4PASS+ is released.## Environments```bashconda create -n trans4pass python=3.8conda activate trans4passcd ~/path/to/trans4pass conda install pytorch==1.8.0 torchvision==0.9.0 torchaudio==0.8.0 cudatoolkit=11.1 -c pytorch -c conda-forgepip install mmcv-full==1.3.9 -f https://download.openmmlab.com/mmcv/dist/cu111/torch1.8.0/index.htmlpip install -r requirements.txtpython setup.py develop --user# Optional: install apex follow: https://github.com/NVIDIA/apex```## SynPASS dataset![SynPASS](figs/fig_vis_synpass.png)SynPASS dataset contains **9080** panoramic images (1024x2048) and **22** categories. The scenes include cloudy, foggy, rainy, sunny, and day-/night-time conditions. ***The SynPASS dataset is now availabel at [GoogleDrive](https://drive.google.com/file/d/1u-5J13CD6MXpWB53apB-L6kZ3hK1JR77/view?usp=sharing).***SynPASS statistic information:| | Cloudy | Foggy | Rainy | Sunny | ALL ||---|:---:|:---:|:---:|:---:|:---:|| **Split** | train/val/test | train/val/test | train/val/test | train/val/test | train/val/test || **#Frames** | 1420/420/430 | 1420/430/420 | 1420/430/420 | 1440/410/420 | 5700/1690/1690 || **Split** | day/night | day/night | day/night | day/night | day/night || **#Frames** | 1980/290 | 1710/560 | 2040/230 | 1970/300 | 7700/1380 || **Total** | 2270 | 2270 | 2270 | 2270 | 9080 |## Data PreparationPrepare datasets: - [Cityscapes](https://www.cityscapes-dataset.com/)- [DensePASS](https://github.com/chma1024/DensePASS)- [SynPASS](https://drive.google.com/file/d/1u-5J13CD6MXpWB53apB-L6kZ3hK1JR77/view?usp=sharing)- [Stanford2D3D](https://arxiv.org/abs/1702.01105)- [Structured3D](https://structured3d-dataset.org/)```datasets/├── cityscapes│ ├── gtFine│ └── leftImg8bit├── Stanford2D3D│ ├── area_1│ ├── area_2│ ├── area_3│ ├── area_4│ ├── area_5a│ ├── area_5b│ └── area_6├── Structured3D│ ├── scene_00000│ ├── ...│ └── scene_00199├── SynPASS│ ├── img│ │ ├── cloud│ │ ├── fog│ │ ├── rain│ │ └── sun│ └── semantic│ ├── cloud│ ├── fog│ ├── rain│ └── sun├── DensePASS│ ├── gtFine│ └── leftImg8bit```Prepare pretrained weights, which can be found in the public repository of [SegFormer](https://github.com/NVlabs/SegFormer).```pretrained/├── mit_b1.pth└── mit_b2.pth```## Network DefineThe code of Network pipeline is in `segmentron/models/trans4pass.py`.The code of backbone is in `segmentron/models/backbones/trans4pass.py`.The code of DMLP decoder is in `segmentron/modules/dmlp.py`.The code of DMLPv2 decoder is in `segmentron/modules/dmlp2.py`.## TrainFor example, to use 4 1080Ti GPUs to run the experiments:```bash# Trans4PASSpython -m torch.distributed.launch --nproc_per_node=4 tools/train_cs.py --config-file configs/cityscapes/trans4pass_tiny_512x512.yamlpython -m torch.distributed.launch --nproc_per_node=4 tools/train_s2d3d.py --config-file configs/stanford2d3d/trans4pass_tiny_1080x1080.yaml# Trans4PASS+, please modify the version at segmentron/models/trans4pass.pypython -m torch.distributed.launch --nproc_per_node=4 tools/train_cs.py --config-file configs/cityscapes/trans4pass_plus_tiny_512x512.yamlpython -m torch.distributed.launch --nproc_per_node=4 tools/train_sp.py --config-file configs/synpass/trans4pass_plus_tiny_512x512.yamlpython -m torch.distributed.launch --nproc_per_node=4 tools/train_s2d3d.py --config-file configs/stanford2d3d/trans4pass_plus_tiny_1080x1080.yaml```## TestDownload the models from [GoogleDrive](https://drive.google.com/drive/folders/1snUdrg_Y9whnCQi9QNFLI6hRoYhGm3Qv?usp=sharing) and save in `./workdirs` folder as:<details><summary> workdirs folder:</summary>```./workdirs├── cityscapes│ ├── trans4pass_plus_small_512x512│ ├── trans4pass_plus_tiny_512x512│ ├── trans4pass_small_512x512│ └── trans4pass_tiny_512x512├── cityscapes13│ ├── trans4pass_plus_small_512x512│ ├── trans4pass_plus_tiny_512x512│ ├── trans4pass_small_512x512│ └── trans4pass_tiny_512x512├── stanford2d3d│ ├── trans4pass_plus_small_1080x1080│ ├── trans4pass_plus_tiny_1080x1080│ ├── trans4pass_small_1080x1080│ └── trans4pass_tiny_1080x1080├── stanford2d3d8│ ├── trans4pass_plus_small_1080x1080│ ├── trans4pass_plus_tiny_1080x1080│ ├── trans4pass_small_1080x1080│ └── trans4pass_tiny_1080x1080├── stanford2d3d_pan│ ├── trans4pass_plus_small_1080x1080│ ├── trans4pass_small_1080x1080│ └── trans4pass_tiny_1080x1080├── structured3d8│ ├── trans4pass_plus_small_512x512│ ├── trans4pass_plus_tiny_512x512│ ├── trans4pass_small_512x512│ └── trans4pass_tiny_512x512├── synpass│ ├── trans4pass_plus_small_512x512│ ├── trans4pass_plus_tiny_512x512│ ├── trans4pass_small_512x512│ └── trans4pass_tiny_512x512└── synpass13 ├── trans4pass_plus_small_512x512 ├── trans4pass_plus_tiny_512x512 ├── trans4pass_small_512x512 └── trans4pass_tiny_512x512```</details>Some test examples:```bash# Trans4PASSpython tools/eval.py --config-file configs/cityscapes/trans4pass_tiny_512x512.yamlpython tools/eval_s2d3d.py --config-file configs/stanford2d3d/trans4pass_tiny_1080x1080.yaml# Trans4PASS+python tools/eval.py --config-file configs/cityscapes/trans4pass_plus_tiny_512x512.yamlpython tools/eval_sp.py --config-file configs/synpass/trans4pass_plus_tiny_512x512.yamlpython tools/eval_dp13.py --config-file configs/synpass13/trans4pass_plus_tiny_512x512.yamlpython tools/eval_s2d3d.py --config-file configs/stanford2d3d/trans4pass_plus_tiny_1080x1080.ya

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