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GitHub / yyliu01 / RPL

[ICCV'23] Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yyliu01%2FRPL

Stars: 138
Forks: 13
Open Issues: 0

License: mit
Language: Python
Repo Size: 217 KB
Dependencies: 108

Created: over 1 year ago
Updated: 30 days ago
Last pushed: about 2 months ago
Last synced: 21 days ago

Topics: anomaly-detection, anomaly-segmentation, iccv2023, ood-detection

Files

Readme

Dependencies

k8s_launch/Dockerfile docker

pytorch/pytorch 1.11.0-cuda11.3-cudnn8-runtime build

docs/requirements.txt pypi

absl-py ==0.12.0
backcall ==0.2.0
cachetools ==4.2.1
cffi ==1.14.5
chardet ==4.0.0
click ==7.1.2
configparser ==5.0.2
cycler ==0.10.0
cython ==0.29.22
decorator ==4.4.2
docker-pycreds ==0.4.0
dominate ==2.6.0
easydict ==1.9
gitdb ==4.0.7
gitpython ==3.1.14
google-api-core ==1.31.6
google-auth ==1.28.0
google-auth-oauthlib ==0.4.3
google-cloud-bigquery ==2.20.0
google-cloud-core ==2.3.2
google-cloud-storage ==2.4.0
google-crc32c ==1.1.2
google-resumable-media ==2.3.3
googleapis-common-protos ==1.53.0
grpcio ==1.36.1
h5py ==3.7.0
httplib2 ==0.19.0
idna ==2.10
imageio ==2.9.0
importlib-metadata ==3.7.3
ipython-genutils ==0.2.0
jedi ==0.18.0
joblib ==1.0.1
jsonpatch ==1.32
jsonpointer ==2.1
kiwisolver ==1.3.1
libcst ==0.3.17
markdown ==3.3.4
matplotlib ==3.4.2
mypy-extensions ==0.4.3
networkx ==2.5
numpy ==1.19.5
oauth2client ==4.1.3
oauthlib ==3.1.0
opencv-python ==4.5.1.48
packaging ==20.9
pandas ==1.1.5
parso ==0.8.1
pathtools ==0.1.2
pexpect ==4.8.0
pickleshare ==0.7.5
pillow ==9.2.0
promise ==2.3
prompt-toolkit ==3.0.18
proto-plus ==1.18.1
protobuf ==3.15.6
psutil ==5.8.0
ptyprocess ==0.7.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycparser ==2.20
pygments ==2.8.1
pyparsing ==2.4.7
python-dateutil ==2.8.1
pytz ==2021.1
pywavelets ==1.1.1
pyyaml ==5.4.1
pyzmq ==22.1.0
requests ==2.25.1
requests-oauthlib ==1.3.0
rsa ==4.7.2
scikit-image ==0.17.2
scikit-learn ==0.24.1
scipy ==1.5.4
seaborn ==0.11.1
sentry-sdk ==1.0.0
setproctitle ==1.2.3
shortuuid ==1.0.1
sklearn ==0.0
smmap ==4.0.0
subprocess32 ==3.5.4
tabulate ==0.8.9
tensorboard ==2.4.1
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.0
termcolor ==1.1.0
threadpoolctl ==2.1.0
tifffile ==2020.9.3
timm ==0.3.2
torch ==1.11.0
torch-tb-profiler ==0.1.0
torchaudio ==0.11.0
torchfile ==0.1.0
torchvision ==0.12.0
tornado ==6.1
tqdm ==4.59.0
traitlets ==5.0.5
typing-inspect ==0.6.0
urllib3 ==1.26.4
visdom ==0.1.8.9
wandb >=0.13.5
wcwidth ==0.2.5
webp ==0.1.4
websocket-client ==1.1.0
werkzeug ==1.0.1
yaspin ==2.1.0
zipp ==3.4.1