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GitHub / hamidsadeghi68 / face-clustering

Clustering Algorithms and their Application to Facial Image Analysis

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hamidsadeghi68%2Fface-clustering

Stars: 18
Forks: 2
Open Issues: 0

License: None
Language: Jupyter Notebook
Repo Size: 30.4 MB
Dependencies: 383

Created: over 2 years ago
Updated: about 2 months ago
Last pushed: almost 2 years ago
Last synced: about 1 month ago

Topics: agglomerative, arcface, awesome, clustering, db-scan, dlib, f-measure, face, face-clustering, face-detection, face-recognition, facecup, facenet, insightface, kmeans, mtcnn, nmi, normalized-mutual-info, purity, rand-index

Files

Readme

Dependencies

requirements_successful_run_on_colab.txt pypi

Babel ==2.9.1
Bottleneck ==1.3.2
CacheControl ==0.12.10
Cython ==0.29.24
Flask ==1.1.4
GDAL ==2.2.2
HeapDict ==1.0.1
Jinja2 ==2.11.3
Keras-Preprocessing ==1.1.2
LunarCalendar ==0.0.9
Markdown ==3.3.6
MarkupSafe ==2.0.1
Pillow ==7.1.2
PyDrive ==1.3.1
PyMeeus ==0.5.11
PyOpenGL ==3.1.5
PySocks ==1.7.1
PyWavelets ==1.2.0
PyYAML ==3.13
Pygments ==2.6.1
QtPy ==1.11.2
SQLAlchemy ==1.4.27
Send2Trash ==1.8.0
Shapely ==1.8.0
SoundFile ==0.10.3.post1
Sphinx ==1.8.6
Theano-PyMC ==1.1.2
Werkzeug ==1.0.1
absl-py ==0.12.0
alabaster ==0.7.12
albumentations ==0.1.12
altair ==4.1.0
appdirs ==1.4.4
argcomplete ==1.12.3
argon2-cffi ==21.1.0
arviz ==0.11.4
astor ==0.8.1
astropy ==4.3.1
astunparse ==1.6.3
atari-py ==0.2.9
atomicwrites ==1.4.0
attrs ==21.2.0
audioread ==2.1.9
autograd ==1.3
backcall ==0.2.0
beautifulsoup4 ==4.6.3
bleach ==4.1.0
blis ==0.4.1
bokeh ==2.3.3
branca ==0.4.2
bs4 ==0.0.1
cached-property ==1.5.2
cachetools ==4.2.4
catalogue ==1.0.0
certifi ==2021.10.8
cffi ==1.15.0
cftime ==1.5.1.1
chardet ==3.0.4
charset-normalizer ==2.0.8
click ==7.1.2
cloudpickle ==1.3.0
cmake ==3.12.0
cmdstanpy ==0.9.5
colorcet ==2.0.6
colorlover ==0.3.0
community ==1.0.0b1
contextlib2 ==0.5.5
convertdate ==2.3.2
coverage ==3.7.1
coveralls ==0.5
crcmod ==1.7
cufflinks ==0.17.3
cupy-cuda111 ==9.4.0
cvxopt ==1.2.7
cvxpy ==1.0.31
cycler ==0.11.0
cymem ==2.0.6
daft ==0.0.4
dask ==2.12.0
datascience ==0.10.6
debugpy ==1.0.0
decorator ==4.4.2
defusedxml ==0.7.1
descartes ==1.1.0
dill ==0.3.4
distributed ==1.25.3
dm-tree ==0.1.6
docopt ==0.6.2
docutils ==0.17.1
dopamine-rl ==1.0.5
earthengine-api ==0.1.290
easydict ==1.9
ecos ==2.0.7.post1
editdistance ==0.5.3
entrypoints ==0.3
ephem ==4.1
et-xmlfile ==1.1.0
fa2 ==0.3.5
fastai ==1.0.61
fastdtw ==0.3.4
fastprogress ==1.0.0
fastrlock ==0.8
fbprophet ==0.7.1
feather-format ==0.4.1
filelock ==3.4.0
firebase-admin ==4.4.0
fix-yahoo-finance ==0.0.22
flatbuffers ==2.0
folium ==0.8.3
future ==0.16.0
gast ==0.4.0
gdown ==3.6.4
gensim ==3.6.0
geographiclib ==1.52
geopy ==1.17.0
gin-config ==0.5.0
glob2 ==0.7
google ==2.0.3
google-api-core ==1.26.3
google-api-python-client ==1.12.8
google-auth ==1.35.0
google-auth-httplib2 ==0.0.4
google-auth-oauthlib ==0.4.6
google-cloud-bigquery ==1.21.0
google-cloud-bigquery-storage ==1.1.0
google-cloud-core ==1.0.3
google-cloud-datastore ==1.8.0
google-cloud-firestore ==1.7.0
google-cloud-language ==1.2.0
google-cloud-storage ==1.18.1
google-cloud-translate ==1.5.0
google-pasta ==0.2.0
google-resumable-media ==0.4.1
googleapis-common-protos ==1.53.0
googledrivedownloader ==0.4
graphviz ==0.10.1
greenlet ==1.1.2
grpcio ==1.42.0
gspread ==3.0.1
gspread-dataframe ==3.0.8
gym ==0.17.3
h5py ==3.1.0
hijri-converter ==2.2.2
holidays ==0.10.5.2
holoviews ==1.14.6
html5lib ==1.0.1
httpimport ==0.5.18
httplib2 ==0.17.4
httplib2shim ==0.0.3
humanize ==0.5.1
hyperopt ==0.1.2
ideep4py ==2.0.0.post3
idna ==2.10
imageio ==2.4.1
imagesize ==1.3.0
imbalanced-learn ==0.8.1
imblearn ==0.0
imgaug ==0.2.6
importlib-metadata ==4.8.2
importlib-resources ==5.4.0
imutils ==0.5.4
inflect ==2.1.0
iniconfig ==1.1.1
insightface ==0.5
intel-openmp ==2021.4.0
intervaltree ==2.1.0
ipykernel ==4.10.1
ipython ==5.5.0
ipython-genutils ==0.2.0
ipython-sql ==0.3.9
ipywidgets ==7.6.5
itsdangerous ==1.1.0
jax ==0.2.25
jdcal ==1.4.1
jedi ==0.18.1
jieba ==0.42.1
joblib ==1.1.0
jpeg4py ==0.1.4
jsonschema ==2.6.0
jupyter ==1.0.0
jupyter-client ==5.3.5
jupyter-console ==5.2.0
jupyter-core ==4.9.1
jupyterlab-pygments ==0.1.2
jupyterlab-widgets ==1.0.2
kaggle ==1.5.12
kapre ==0.3.6
keras ==2.7.0
keras-vis ==0.4.1
kiwisolver ==1.3.2
korean-lunar-calendar ==0.2.1
libclang ==12.0.0
librosa ==0.8.1
lightgbm ==2.2.3
llvmlite ==0.34.0
lmdb ==0.99
lxml ==4.2.6
matplotlib ==3.2.2
matplotlib-inline ==0.1.3
matplotlib-venn ==0.11.6
missingno ==0.5.0
mistune ==0.8.4
mizani ==0.6.0
mkl ==2019.0
mlxtend ==0.14.0
more-itertools ==8.12.0
moviepy ==0.2.3.5
mpmath ==1.2.1
msgpack ==1.0.3
multiprocess ==0.70.12.2
multitasking ==0.0.10
murmurhash ==1.0.6
music21 ==5.5.0
natsort ==5.5.0
nbclient ==0.5.9
nbconvert ==5.6.1
nbformat ==5.1.3
nest-asyncio ==1.5.4
netCDF4 ==1.5.8
networkx ==2.6.3
nibabel ==3.0.2
nltk ==3.2.5
notebook ==5.3.1
numba ==0.51.2
numexpr ==2.7.3
numpy ==1.19.5
nvidia-ml-py3 ==7.352.0
oauth2client ==4.1.3
oauthlib ==3.1.1
okgrade ==0.4.3
onnx ==1.10.2
onnxruntime-gpu ==1.9.0
opencv-contrib-python ==4.1.2.30
opencv-python ==4.1.2.30
openpyxl ==2.5.9
opt-einsum ==3.3.0
osqp ==0.6.2.post0
packaging ==21.3
palettable ==3.3.0
pandas ==1.1.5
pandas-datareader ==0.9.0
pandas-gbq ==0.13.3
pandas-profiling ==1.4.1
pandocfilters ==1.5.0
panel ==0.12.1
param ==1.12.0
parso ==0.8.3
pathlib ==1.0.1
patsy ==0.5.2
pep517 ==0.12.0
pexpect ==4.8.0
pickleshare ==0.7.5
pip-tools ==6.2.0
plac ==1.1.3
plotly ==4.4.1
plotnine ==0.6.0
pluggy ==0.7.1
pooch ==1.5.2
portpicker ==1.3.9
prefetch-generator ==1.0.1
preshed ==3.0.6
prettytable ==2.4.0
progressbar2 ==3.38.0
prometheus-client ==0.12.0
promise ==2.3
prompt-toolkit ==1.0.18
protobuf ==3.17.3
psutil ==5.4.8
psycopg2 ==2.7.6.1
ptyprocess ==0.7.0
py ==1.11.0
pyarrow ==3.0.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycocotools ==2.0.3
pycparser ==2.21
pyct ==0.4.8
pydata-google-auth ==1.2.0
pydot ==1.3.0
pydot-ng ==2.0.0
pydotplus ==2.0.2
pyemd ==0.5.1
pyerfa ==2.0.0.1
pyglet ==1.5.0
pygobject ==3.26.1
pymc3 ==3.11.4
pymongo ==3.12.1
pymystem3 ==0.2.0
pyparsing ==3.0.6
pyrsistent ==0.18.0
pysndfile ==1.3.8
pystan ==2.19.1.1
pytest ==3.6.4
python-apt ==0.0.0
python-chess ==0.23.11
python-dateutil ==2.8.2
python-louvain ==0.15
python-slugify ==5.0.2
python-utils ==2.5.6
pytz ==2018.9
pyviz-comms ==2.1.0
pyzmq ==22.3.0
qdldl ==0.1.5.post0
qtconsole ==5.2.1
regex ==2019.12.20
requests ==2.23.0
requests-oauthlib ==1.3.0
resampy ==0.2.2
retrying ==1.3.3
rpy2 ==3.4.5
rsa ==4.8
scikit-image ==0.18.3
scikit-learn ==1.0.1
scipy ==1.4.1
screen-resolution-extra ==0.0.0
scs ==2.1.4
seaborn ==0.11.2
semver ==2.13.0
setuptools-git ==1.2
simplegeneric ==0.8.1
six ==1.15.0
sklearn ==0.0
sklearn-pandas ==1.8.0
smart-open ==5.2.1
snowballstemmer ==2.2.0
sortedcontainers ==2.4.0
spacy ==2.2.4
sphinxcontrib-serializinghtml ==1.1.5
sphinxcontrib-websupport ==1.2.4
sqlparse ==0.4.2
srsly ==1.0.5
statsmodels ==0.10.2
sympy ==1.7.1
tables ==3.4.4
tabulate ==0.8.9
tblib ==1.7.0
tensorboard ==2.7.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.0
tensorflow-datasets ==4.0.1
tensorflow-estimator ==2.7.0
tensorflow-gcs-config ==2.7.0
tensorflow-hub ==0.12.0
tensorflow-io-gcs-filesystem ==0.22.0
tensorflow-metadata ==1.4.0
tensorflow-probability ==0.15.0
termcolor ==1.1.0
terminado ==0.12.1
testpath ==0.5.0
text-unidecode ==1.3
textblob ==0.15.3
thinc ==7.4.0
threadpoolctl ==3.0.0
tifffile ==2021.11.2
toml ==0.10.2
tomli ==1.2.2
toolz ==0.11.2
torchsummary ==1.5.1
torchtext ==0.11.0
tornado ==5.1.1
tqdm ==4.62.3
traitlets ==5.1.1
tweepy ==3.10.0
typeguard ==2.7.1
typing-extensions ==3.10.0.2
tzlocal ==1.5.1
uritemplate ==3.0.1
urllib3 ==1.24.3
vega-datasets ==0.9.0
wasabi ==0.8.2
wcwidth ==0.2.5
webencodings ==0.5.1
widgetsnbextension ==3.5.2
wordcloud ==1.5.0
wrapt ==1.13.3
xarray ==0.18.2
xgboost ==0.90
xkit ==0.0.0
xlrd ==1.1.0
xlwt ==1.3.0
yellowbrick ==1.3.post1
zict ==2.0.0
zipp ==3.6.0