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GitHub / SS-yong / FL_PCB_Defect_Detection_AI_Model
Stars: 0
Forks: 0
Open Issues: 0
License: None
Language: Jupyter Notebook
Repo Size: 231 MB
Dependencies:
549
Created: 6 months ago
Updated: 6 months ago
Last pushed: 6 months ago
Last synced: 6 months ago
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Dependencies
server/Dockerfile
docker
- bitnami/pytorch 2.0.1 build
requirements.txt
pypi
- Babel ==2.9.1
- Brotli ==1.0.9
- Cython ==0.29.23
- EasyProcess ==0.3
- Fiona ==1.8.20
- Flask ==1.1.4
- Flask-Compress ==1.10.1
- GDAL ==2.2.2
- GitPython ==3.1.18
- HeapDict ==1.0.1
- JPype1 ==1.3.0
- Jinja2 ==2.11.3
- Keras-Applications ==1.0.8
- Keras-Preprocessing ==1.1.2
- Mako ==1.0.7
- Markdown ==3.3.4
- MarkupSafe ==2.0.1
- Pillow ==7.1.0
- PyGObject ==3.26.1
- PyMeeus ==0.5.11
- PyQt5 ==5.15.0
- PyQt5-sip ==12.8.1
- PyQtWebEngine ==5.15.2
- PySocks ==1.7.1
- PyVirtualDisplay ==1.3.2
- PyWavelets ==1.1.1
- PyYAML ==5.3.1
- Pygments ==2.5.2
- PythonWebHDFS ==0.2.3
- QtPy ==1.9.0
- SQLAlchemy ==1.4.13
- Send2Trash ==1.5.0
- Shapely ==1.7.0
- SoundFile ==0.10.3.post1
- Werkzeug ==1.0.0
- absl-py ==0.10.0
- adanet ==0.9.0
- aiocontextvars ==0.2.2
- aiohttp ==3.7.4.post0
- aiozmq ==0.9.0
- albumentations ==1.3.0
- alembic ==1.4.1
- ansi2html ==1.6.0
- anyio ==3.2.0
- apache-beam ==2.30.0
- appdirs ==1.4.4
- argo-workflows ==3.6.1
- argon2-cffi ==20.1.0
- asgiref ==3.3.4
- astor ==0.8.1
- astroid ==2.3.3
- astropy ==4.2.1
- astunparse ==1.6.3
- async-generator ==1.10
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- atari-py ==0.2.9
- atlas ==0.27.0
- atomicwrites ==1.4.0
- attrs ==20.3.0
- audioread ==2.1.9
- autopep8 ==1.5.2
- avro-python3 ==1.9.2.1
- azure-core ==1.20.1
- azure-storage-blob ==12.9.0
- backcall ==0.2.0
- bayesian-optimization ==1.2.0
- beautifulsoup4 ==4.6.0
- biwrap ==0.1.6
- black ==21.4b0
- bleach ==3.3.0
- bokeh ==2.3.2
- boltons ==21.0.0
- boto ==2.49.0
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- branca ==0.4.2
- cachetools ==4.2.2
- catboost ==0.26
- category-encoders ==2.2.2
- certifi ==2021.5.30
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- chardet ==3.0.4
- chex ==0.0.7
- click ==7.1.2
- click-plugins ==1.1.1
- cligj ==0.7.2
- cloudpickle ==1.3.0
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- colorama ==0.4.4
- colored ==1.4.2
- colour ==0.1.5
- contextlib2 ==0.5.5
- convertdate ==2.3.2
- coverage ==4.5.4
- crcmod ==1.7
- cryptography ==3.4.7
- cvxpy ==1.1.13
- cycler ==0.10.0
- dacite ==1.6.0
- dash ==1.20.0
- dash-core-components ==1.16.0
- dash-html-components ==1.1.3
- dash-renderer ==1.9.1
- dash-table ==4.11.3
- dask ==2021.6.1
- databricks-cli ==0.14.3
- dataclasses ==0.6
- deap ==1.3.1
- decorator ==4.4.2
- deepdish ==0.3.6
- deepmerge ==0.3.0
- defusedxml ==0.7.1
- deprecation ==2.1.0
- descartes ==1.1.0
- dill ==0.3.1.1
- distributed ==2021.6.1
- dm-haiku ==0.0.2
- dm-tree ==0.1.6
- docker ==4.4.1
- docopt ==0.6.2
- docutils ==0.15.2
- dopamine-rl ==3.1.14
- dtreeviz ==1.3
- ecdsa ==0.14.1
- ecos ==2.0.7.post1
- elegy ==0.7.0
- eliot ==1.13.0
- eliot-tree ==21.0.0
- entrypoints ==0.3
- enum34 ==1.1.10
- ephem ==4.0.0.2
- escapism ==1.0.1
- evdev ==1.4.0
- fastavro ==1.2.0
- fasteners ==0.16.3
- fastrlock ==0.6
- featuretools ==0.24.0
- filelock ==3.0.12
- fire ==0.4.0
- flake8 ==3.7.9
- flatbuffers ==1.12
- flax ==0.3.4
- folium ==0.12.1
- fsspec ==2021.6.0
- funcy ==1.16
- future ==0.18.2
- gast ==0.3.3
- gensim ==4.0.1
- geopandas ==0.9.0
- geoplotlib ==0.3.2
- gin-config ==0.4.0
- gitdb ==4.0.7
- google-api-core ==1.31.4
- google-api-python-client ==1.12.8
- google-apitools ==0.5.31
- google-auth ==1.32.0
- google-auth-httplib2 ==0.1.0
- google-auth-oauthlib ==0.4.4
- google-cloud-bigquery ==2.20.0
- google-cloud-bigtable ==1.6.0
- google-cloud-core ==1.7.0
- google-cloud-datastore ==1.15.2
- google-cloud-dlp ==0.15.0
- google-cloud-language ==1.3.0
- google-cloud-pubsub ==1.6.0
- google-cloud-spanner ==1.19.0
- google-cloud-storage ==1.42.3
- google-cloud-videointelligence ==1.15.0
- google-cloud-vision ==0.42.0
- google-crc32c ==1.1.2
- google-images-download ==2.8.0
- google-pasta ==0.2.0
- google-resumable-media ==1.3.1
- googleapis-common-protos ==1.53.0
- graphviz ==0.16
- greenlet ==1.1.0
- grpc-google-iam-v1 ==0.12.3
- grpcio ==1.32.0
- grpcio-gcp ==0.2.2
- gunicorn ==20.1.0
- gym ==0.18.3
- h5py ==2.10.0
- hdf5storage ==0.1.18
- hdfs ==2.6.0
- hijri-converter ==2.1.3
- holidays ==0.11.1
- horovod ==0.23.0
- httplib2 ==0.19.1
- hyperopt ==0.1.2
- idna ==2.10
- idna-ssl ==1.1.0
- imageio ==2.9.0
- imbalanced-learn ==0.8.0
- importlib-metadata ==4.5.0
- importlib-resources ==5.1.4
- ipykernel ==5.5.5
- ipyparallel ==6.3.0
- ipython ==7.24.1
- ipython-genutils ==0.2.0
- ipywidgets ==7.6.3
- iso8601 ==0.1.14
- isodate ==0.6.0
- isort ==4.3.21
- itsdangerous ==1.1.0
- jax ==0.2.14
- jaxlib ==0.1.67
- jedi ==0.17.2
- jmespath ==0.10.0
- joblib ==0.14.0
- json-tricks ==3.15.5
- json5 ==0.9.6
- jsonpickle ==1.5.2
- jsonschema ==3.2.0
- jupyter ==1.0.0
- jupyter-bokeh ==3.0.2
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- jupyter-contrib-nbextensions ==0.5.1
- jupyter-core ==4.7.1
- jupyter-dash ==0.4.0
- jupyter-highlight-selected-word ==0.2.0
- jupyter-js-widgets-nbextension ==0.0.2.dev0
- jupyter-kite ==2.0.2
- jupyter-latex-envs ==1.4.6
- jupyter-lsp ==1.3.0
- jupyter-nbextensions-configurator ==0.4.1
- jupyter-packaging ==0.10.2
- jupyter-server ==1.8.0
- jupyter-server-mathjax ==0.2.3
- jupyter-server-proxy ==3.0.2
- jupyter-telemetry ==0.1.0
- jupyterhub ==1.4.1
- jupyterhub-jwtauthenticator ==0.1
- jupyterhub-kubespawner ==0.16.1
- jupyterhubutils ==0.25.0
- jupyterlab ==3.0.16
- jupyterlab-code-formatter ==1.4.10
- jupyterlab-git ==0.30.1
- jupyterlab-github ==2.0.0
- jupyterlab-hdf ==0.5.1
- jupyterlab-launcher ==0.13.1
- jupyterlab-lsp ==3.7.0
- jupyterlab-nvdashboard ==0.6.0
- jupyterlab-pygments ==0.1.2
- jupyterlab-server ==2.6.0
- jupyterlab-widgets ==1.0.0
- jupyterlabutils ==0.9.2
- jupyterthemes ==0.20.0
- jupytext ==1.11.3
- kaggle ==1.5.12
- keras ==2.7.0
- keras-tuner ==1.1.0
- kiwisolver ==1.3.1
- konlpy ==0.5.2
- korean-lunar-calendar ==0.2.1
- kss ==2.5.1
- kt-legacy ==1.0.4
- kubernetes ==11.0.0
- lazy-object-proxy ==1.4.3
- lesscpy ==0.14.0
- libclang ==12.0.0
- libcst ==0.3.14
- librosa ==0.7.0
- lightgbm ==3.2.1
- lime ==0.2.0.1
- llvmlite ==0.36.0
- locket ==0.2.1
- lunardate ==0.2.0
- lxml ==4.6.3
- maproxy ==0.0.12
- markdown-it-py ==1.1.0
- matplotlib ==3.4.2
- matplotlib-inline ==0.1.2
- mccabe ==0.6.1
- mdit-py-plugins ==0.2.8
- mecab-python ===0.996
- mesh-tensorflow ==0.1.18
- meshio ==4.4.6
- mimeparse ==0.1.3
- mistune ==0.8.4
- ml-metadata ==0.25.1
- mlflow ==1.12.1
- mlxtend ==0.18.0
- mmdnn ==0.3.1
- mne ==0.23.0
- mock ==1.3.0
- monotonic ==1.6
- more-itertools ==8.8.0
- mpi4py ==3.0.3
- mpmath ==1.3.0
- msgpack ==1.0.2
- msgpack-python ==0.5.6
- msrest ==0.6.21
- multidict ==5.1.0
- multiprocess ==0.70.9
- munch ==2.5.0
- mypy-extensions ==0.4.3
- namedlist ==1.8
- nbclassic ==0.3.1
- nbclient ==0.5.3
- nbconvert ==6.0.7
- nbdime ==3.1.0
- nbformat ==5.1.3
- nest-asyncio ==1.5.1
- netifaces ==0.11.0
- networkx ==2.5.1
- neural-structured-learning ==1.3.1
- nltk ==3.6.2
- nni ==1.9
- nose ==1.3.7
- notebook ==6.4.0
- numba ==0.53.1
- numexpr ==2.7.3
- numpy ==1.21.4
- nvidia-cublas-cu12 ==12.1.3.1
- nvidia-cuda-cupti-cu12 ==12.1.105
- nvidia-cuda-nvrtc-cu12 ==12.1.105
- nvidia-cuda-runtime-cu12 ==12.1.105
- nvidia-cudnn-cu12 ==8.9.2.26
- nvidia-cufft-cu12 ==11.0.2.54
- nvidia-curand-cu12 ==10.3.2.106
- nvidia-cusolver-cu12 ==11.4.5.107
- nvidia-cusparse-cu12 ==12.1.0.106
- nvidia-dali-cuda110 ==1.7.0
- nvidia-dali-tf-plugin-cuda110 ==1.7.0
- nvidia-nccl-cu12 ==2.18.1
- nvidia-nvjitlink-cu12 ==12.2.140
- nvidia-nvtx-cu12 ==12.1.105
- nvidia-pyindex ==1.0.9
- oauth2client ==4.1.3
- oauthenticator ==0.13.0
- oauthlib ==3.1.1
- opencv-python ==4.5.2.54
- opencv-python-headless ==4.5.4.58
- opt-einsum ==3.3.0
- optax ==0.0.1
- osqp ==0.5.0
- packaging ==20.3
- pamela ==1.0.0
- pandas ==1.1.5
- pandasgui ==0.2.7
- pandocfilters ==1.4.2
- parso ==0.7.0
- partd ==1.2.0
- pathspec ==0.7.0
- patsy ==0.5.1
- pbr ==5.5.1
- pexpect ==4.8.0
- pickleshare ==0.7.5
- pkginfo ==1.7.1
- plaidml ==0.7.0
- plaidml-keras ==0.7.0
- plotly ==4.5.3
- pluggy ==0.12.0
- ply ==3.11
- portpicker ==1.3.1
- prettytable ==2.1.0
- progressbar ==2.5
- prometheus-client ==0.7.1
- prometheus-flask-exporter ==0.18.2
- promise ==2.3
- prompt-toolkit ==2.0.10
- proto-plus ==1.13.0
- protobuf ==3.12.2
- psutil ==5.7.0
- ptyprocess ==0.6.0
- py ==1.8.0
- py-cpuinfo ==5.0.0
- pyLDAvis ==2.1.2
- pyOpenSSL ==19.1.0
- pyaml ==19.12.0
- pyarrow ==0.17.0
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- pybboxes ==0.1.6
- pybind11 ==2.6.2
- pycairo ==1.19.0
- pycocotools ==2.0.0
- pycodestyle ==2.5.0
- pycparser ==2.19
- pydocstyle ==5.0.2
- pydot ==1.4.0
- pydotplus ==2.0.2
- pyerfa ==1.7.3
- pyflakes ==2.1.1
- pygal ==2.4.0
- pygame ==2.0.1
- pyglet ==1.5.0
- pylint ==2.4.4
- pyls-black ==0.4.4
- pymongo ==3.11.2
- pynput ==1.7.3
- pynvml ==8.0.4
- pyparsing ==2.4.6
- pyproj ==2.5.0
- pyrsistent ==0.15.7
- pyshp ==2.1.0
- pystan ==2.19.1.1
- pytest ==5.4.3
- pytest-cov ==2.10.0
- python-apt ==1.6.5
- python-dateutil ==2.8.1
- python-editor ==1.0.4
- python-jose ==3.2.0
- python-json-logger ==2.0.1
- python-jsonrpc-server ==0.3.4
- python-language-server ==0.33.1
- python-slugify ==5.0.0
- python-speech-features ==0.6
- python-xlib ==0.29
- pytz ==2019.3
- pyvista ==0.24.3
- pyvo ==1.0
- pyzmq ==19.0.0
- qgrid ==1.3.1
- qtconsole ==4.7.1
- qudida ==0.0.4
- querystring-parser ==1.2.4
- rednose ==1.3.0
- regex ==2020.2.20
- requests ==2.24.0
- requests-oauthlib ==1.2.0
- resampy ==0.2.1
- responses ==0.13.3
- retrying ==1.3.3
- rope ==0.16.0
- rsa ==4.0
- ruamel.yaml ==0.16.10
- ruamel.yaml.clib ==0.2.0
- s3transfer ==0.2.1
- sacrebleu ==1.3.6
- sacred ==0.8.1
- schema ==0.7.1
- scikit-image ==0.16.2
- scikit-learn ==0.24.2
- scikit-nni ==0.2.1
- scikit-optimize ==0.8.1
- scikit-plot ==0.3.7
- scikit-surprise ==1.1.1
- scipy ==1.7.2
- scooby ==0.5.7
- scs ==2.1.4
- seaborn ==0.10.0
- selenium ==3.141.0
- semver ==2.13.0
- sentencepiece ==0.1.96
- seqeval ==1.2.2
- setuptools-git ==1.2
- simpervisor ==0.4
- simpleaudio ==1.0.4
- simplejson ==3.17.0
- six ==1.15.0
- smart-open ==1.9.0
- smmap ==4.0.0
- sniffio ==1.2.0
- snowballstemmer ==2.0.0
- sortedcontainers ==2.1.0
- soynlp ==0.0.493
- sqlparse ==0.4.1
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- stopit ==1.1.2
- sympy ==1.12
- tables ==3.6.1
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- tblib ==1.7.0
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- tensorboard-data-server ==0.6.1
- tensorboard-plugin-wit ==1.8.0
- tensorboardX ==2.2
- tensorflow ==2.4.4
- tensorflow-addons ==0.11.2
- tensorflow-cloud ==0.1.10
- tensorflow-data-validation ==0.25.0
- tensorflow-datasets ==3.0.0
- tensorflow-estimator ==2.7.0
- tensorflow-gan ==2.0.0
- tensorflow-gpu ==2.7.0
- tensorflow-graphics-gpu ==1.0.0
- tensorflow-hub ==0.9.0
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- tensorflow-probability ==0.11.1
- tensorflow-ranking ==0.3.2
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- Flask *
- Flask-socketIO *
- dill *
- opencv-python *
- pandas *
- pymongo *
- python-engineio *
- python-socketio *
- torchvision *