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GitHub / xmindflow / deformableLKA
[WACV 2024] Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xmindflow%2FdeformableLKA
Stars: 33
Forks: 3
Open Issues: 0
License: None
Language: Python
Repo Size: 7.93 MB
Dependencies:
186
Created: 10 months ago
Updated: 7 months ago
Last pushed: 7 months ago
Last synced: 7 months ago
Topics: 2d-segmentation, 3d-segmentation, deep-learning, pancreas, segmentation, skin-lesion-segmentation, synapse, transformers
Files
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Readme
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Dependencies
2D/requirements.txt
pypi
- MedPy ==0.4.0
- Pillow ==9.5.0
- PyWavelets ==1.4.1
- PyYAML ==6.0
- SimpleITK ==2.2.1
- absl-py ==1.4.0
- addict ==2.4.0
- albumentations ==1.3.0
- certifi ==2023.5.7
- charset-normalizer ==3.1.0
- contextlib2 ==21.6.0
- contourpy ==1.0.7
- cycler ==0.11.0
- einops ==0.6.1
- fairscale ==0.4.13
- filelock ==3.12.0
- fonttools ==4.39.3
- fsspec ==2023.4.0
- fvcore ==0.1.5.post20221221
- h5py ==3.8.0
- huggingface-hub ==0.14.1
- idna ==3.4
- imageio ==2.28.1
- imgaug ==0.4.0
- importlib-resources ==5.12.0
- iopath ==0.1.10
- joblib ==1.2.0
- kiwisolver ==1.4.4
- lazy_loader ==0.2
- loguru ==0.7.0
- matplotlib ==3.7.1
- ml-collections ==0.1.1
- mmcv-full ==1.7.1
- networkx ==3.1
- nibabel ==5.1.0
- numpy ==1.23.1
- opencv-python ==4.7.0.72
- opencv-python-headless ==4.7.0.72
- packaging ==23.1
- pandas ==2.0.1
- pip ==23.0.1
- portalocker ==2.7.0
- protobuf ==3.20.3
- pthflops ==0.4.2
- pyparsing ==3.0.9
- python-dateutil ==2.8.2
- pytz ==2023.3
- qudida ==0.0.4
- requests ==2.30.0
- scikit-image ==0.20.0
- scikit-learn ==1.2.2
- scipy ==1.9.1
- seaborn ==0.12.2
- segmentation-mask-overlay ==0.4.4
- setuptools ==66.0.0
- shapely ==2.0.1
- six ==1.16.0
- tabulate ==0.9.0
- tensorboardX ==2.6
- termcolor ==2.3.0
- thop ==0.1.1.post2209072238
- threadpoolctl ==3.1.0
- tifffile ==2023.4.12
- timm ==0.6.13
- tomli ==2.0.1
- torch ==1.11.0
- torchaudio ==0.11.0
- torchsummary ==1.5.1
- torchvision ==0.12.0
- tqdm ==4.65.0
- typing_extensions ==4.5.0
- tzdata ==2023.3
- urllib3 ==2.0.2
- warmup-scheduler ==0.3
- wheel ==0.38.4
- yacs ==0.1.8
- yapf ==0.33.0
- zipp ==3.15.0
3D/dcn/setup.py
pypi
3D/requirements.txt
pypi
- Markdown ==3.4.3
- MarkupSafe ==2.1.2
- MedPy ==0.4.0
- Pillow ==9.4.0
- PyWavelets ==1.4.1
- PyYAML ==6.0
- Pygments ==2.14.0
- SimpleITK ==2.2.0
- Werkzeug ==2.2.3
- absl-py ==1.4.0
- asttokens ==2.2.1
- backcall ==0.2.0
- backports.functools-lru-cache ==1.6.4
- batchgenerators ==0.21
- cachetools ==5.3.0
- certifi ==2022.12.7
- charset-normalizer ==3.1.0
- cycler ==0.11.0
- debugpy ==1.5.1
- decorator ==5.1.1
- einops ==0.4.1
- entrypoints ==0.4
- executing ==1.2.0
- fonttools ==4.39.0
- future ==0.18.3
- fvcore ==0.1.5.post20220414
- google-auth ==2.16.3
- google-auth-oauthlib ==0.4.6
- grpcio ==1.51.3
- h5py ==3.8.0
- hiddenlayer ==0.3
- idna ==3.4
- imageio ==2.26.0
- imgaug ==0.4.0
- importlib-metadata ==6.1.0
- iopath ==0.1.10
- ipykernel ==6.15.0
- ipython ==8.11.0
- jedi ==0.18.2
- joblib ==1.2.0
- jupyter-client ==7.0.6
- jupyter_core ==5.3.0
- kiwisolver ==1.4.4
- linecache2 ==1.0.0
- lxml ==4.9.2
- matplotlib ==3.5.1
- matplotlib-inline ==0.1.6
- monai ==0.8.1
- nest-asyncio ==1.5.6
- networkx ==3.0
- nibabel ==3.1.1
- numpy ==1.20.1
- oauthlib ==3.2.2
- opencv-python ==4.7.0.72
- packaging ==23.0
- pandas ==1.2.3
- parso ==0.8.3
- pexpect ==4.8.0
- pickleshare ==0.7.5
- pip ==23.0.1
- platformdirs ==3.1.1
- portalocker ==2.7.0
- prompt-toolkit ==3.0.38
- protobuf ==3.20.0
- psutil ==5.9.0
- ptyprocess ==0.7.0
- pure-eval ==0.2.2
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- pyparsing ==3.0.9
- python-dateutil ==2.8.2
- pytz ==2022.7.1
- pyzmq ==19.0.2
- requests ==2.28.2
- requests-oauthlib ==1.3.1
- rsa ==4.9
- scikit-image ==0.18.1
- scikit-learn ==1.0.2
- scipy ==1.6.2
- setuptools ==65.6.3
- shapely ==2.0.1
- six ==1.16.0
- sklearn ==0.0
- stack-data ==0.6.2
- tabulate ==0.9.0
- tensorboard ==2.12.0
- tensorboard-data-server ==0.7.0
- tensorboard-plugin-wit ==1.8.1
- tensorboardX ==2.1
- termcolor ==2.2.0
- threadpoolctl ==3.1.0
- tifffile ==2021.3.31
- timm ==0.4.12
- torch ==1.11.0
- torch-tb-profiler ==0.4.1
- torchvision ==0.12.0
- tornado ==6.1
- tqdm ==4.59.0
- traceback2 ==1.4.0
- traitlets ==5.9.0
- typing ==3.7.4.3
- typing_extensions ==4.5.0
- unittest2 ==1.1.0
- urllib3 ==1.26.14
- wcwidth ==0.2.6
- wheel ==0.38.4
- yacs ==0.1.8
- zipp ==3.15.0