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GitHub / umitkacar / Ear-segmentation-ai

Efficient and Lightweight Ear Segmentation AI Model

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/umitkacar%2FEar-segmentation-ai

Stars: 21
Forks: 7
Open Issues: 13

License: mit
Language: Python
Repo Size: 589 KB
Dependencies: 180

Created: about 3 years ago
Updated: about 2 months ago
Last pushed: 2 months ago
Last synced: 2 months ago

Commit Stats

Commits: 136
Authors: 6
Mean commits per author: 22.67
Development Distribution Score: 0.5
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/umitkacar/Ear-segmentation-ai

Topics: efficient, hacktoberfest, image-segmentation, lightweight, pytorch, resnet-18, unet

Files

Readme

Dependencies

.github/workflows/release_to_pypi.yml actions

actions/checkout v3 composite
actions/create-release v1 composite
actions/setup-python v4 composite
actions/upload-release-asset v1 composite
pypa/gh-action-pypi-publish master composite

.github/workflows/jekyll-gh-pages.yml actions

actions/checkout v3 composite
actions/configure-pages v2 composite
actions/deploy-pages v1 composite
actions/jekyll-build-pages v1 composite
actions/upload-pages-artifact v1 composite

.github/workflows/main.yml actions

actions/checkout v2 composite
actions/setup-python v1 composite

.github/workflows/commit-lint.yml actions

actions/checkout v2.3.1 composite

requirements.txt pypi

GitPython ==3.1.30
Pillow ==9.3.0
PyWavelets ==1.4.1
PyYAML ==6.0
albumentations ==1.3.0
bandit ==1.7.4
black ==22.12.0
certifi ==2022.12.7
cfgv ==3.3.1
charset-normalizer ==2.1.1
click ==8.1.3
contourpy ==1.0.6
coverage ==7.0.1
cycler ==0.11.0
debugpy ==1.6.4
distlib ==0.3.6
efficientnet-pytorch ==0.7.1
filelock ==3.9.0
fonttools ==4.38.0
gitdb ==4.0.10
identify ==2.5.11
idna ==3.4
imageio ==2.23.0
imgviz ==1.6.2
joblib ==1.2.0
kiwisolver ==1.4.4
matplotlib ==3.6.2
munch ==2.5.0
mypy ==0.991
mypy-extensions ==0.4.3
networkx ==2.8.8
nodeenv ==1.7.0
numpy ==1.24.1
nvidia-cublas-cu11 ==11.10.3.66
nvidia-cuda-nvrtc-cu11 ==11.7.99
nvidia-cuda-runtime-cu11 ==11.7.99
nvidia-cudnn-cu11 ==8.5.0.96
opencv-python ==4.6.0.66
opencv-python-headless ==4.6.0.66
packaging ==22.0
pastel ==0.2.1
pathspec ==0.10.3
pbr ==5.11.0
platformdirs ==2.6.2
poethepoet ==0.17.1
pre-commit ==2.21.0
pretrainedmodels ==0.7.4
pyparsing ==3.0.9
python-dateutil ==2.8.2
pytoolconfig ==1.2.4
pyupgrade ==3.3.1
qudida ==0.0.4
requests ==2.28.1
rope ==1.6.0
ruff ==0.0.205
scikit-image ==0.19.3
scikit-learn ==1.2.0
scipy ==1.9.3
segmentation-models-pytorch ==0.3.1
six ==1.16.0
smmap ==5.0.0
stevedore ==4.1.1
threadpoolctl ==3.1.0
tifffile ==2022.10.10
timm ==0.4.12
tokenize-rt ==5.0.0
tomli ==2.0.1
torch ==1.13.1
torchvision ==0.14.1
tqdm ==4.64.1
types-requests ==2.28.11.7
types-urllib3 ==1.26.25.4
typing_extensions ==4.4.0
urllib3 ==1.26.13
virtualenv ==20.17.1

pyproject.toml pypi

albumentations ^1.3.0
click ^8.1.3
imgviz ^1.6.2
numpy 1.24.1
opencv-python 4.6.0.66
pillow 9.3.0
poethepoet ^0.18.1
python >=3.8,<3.11
requests ^2.28.2
segmentation-models-pytorch ^0.3.2
torch ^1.13.1
torchvision ^0.14.1
tqdm ^4.64.1

poetry.lock pypi

bandit 1.7.4 develop
black 23.1.0 develop
cfgv 3.3.1 develop
coverage 7.1.0 develop
debugpy 1.6.6 develop
distlib 0.3.6 develop
gitdb 4.0.10 develop
gitpython 3.1.30 develop
identify 2.5.17 develop
mypy 0.991 develop
mypy-extensions 1.0.0 develop
nodeenv 1.7.0 develop
pathspec 0.11.0 develop
pbr 5.11.1 develop
platformdirs 2.6.2 develop
pre-commit 3.0.4 develop
pytoolconfig 1.2.5 develop
pyupgrade 3.3.1 develop
rope 1.7.0 develop
ruff 0.0.241 develop
smmap 5.0.0 develop
stevedore 4.1.1 develop
tokenize-rt 5.0.0 develop
types-requests 2.28.11.11 develop
types-urllib3 1.26.25.4 develop
virtualenv 20.17.1 develop
albumentations 1.3.0
certifi 2022.12.7
charset-normalizer 3.0.1
click 8.1.3
colorama 0.4.6
contourpy 1.0.7
cycler 0.11.0
efficientnet-pytorch 0.7.1
filelock 3.9.0
fonttools 4.38.0
huggingface-hub 0.12.0
idna 3.4
imageio 2.25.0
imgviz 1.7.0
joblib 1.2.0
kiwisolver 1.4.4
matplotlib 3.6.3
munch 2.5.0
networkx 3.0
numpy 1.24.1
nvidia-cublas-cu11 11.10.3.66
nvidia-cuda-nvrtc-cu11 11.7.99
nvidia-cuda-runtime-cu11 11.7.99
nvidia-cudnn-cu11 8.5.0.96
opencv-python 4.6.0.66
opencv-python-headless 4.7.0.68
packaging 23.0
pastel 0.2.1
pillow 9.3.0
poethepoet 0.18.1
pretrainedmodels 0.7.4
pyparsing 3.0.9
python-dateutil 2.8.2
pywavelets 1.4.1
pyyaml 6.0
qudida 0.0.4
requests 2.28.2
scikit-image 0.19.3
scikit-learn 1.2.1
scipy 1.10.0
segmentation-models-pytorch 0.3.2
setuptools 67.2.0
six 1.16.0
threadpoolctl 3.1.0
tifffile 2023.2.2
timm 0.6.12
tomli 2.0.1
torch 1.13.1
torchvision 0.14.1
tqdm 4.64.1
typing-extensions 4.4.0
urllib3 1.26.14
wheel 0.38.4