integrated-vision-inspection-system-ivis

# AI Forward - Integrated Vision Inspection System (IVIS)

https://github.com/msf4-0/integrated-vision-inspection-system-ivis

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

✓
CITATION.cff file
Found CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
○
DOI references
○
Academic publication links
○
Academic email domains
○
Institutional organization owner
○
JOSS paper metadata
○
Scientific vocabulary similarity
Low similarity (10.3%) to scientific vocabulary

Last synced: 6 months ago · JSON representation ·

Repository

# AI Forward - Integrated Vision Inspection System (IVIS)

Basic Info

Host: GitHub
Owner: msf4-0
License: gpl-3.0
Language: Python
Default Branch: main
Homepage:
Size: 30 MB

Statistics

Stars: 9
Watchers: 1
Forks: 5
Open Issues: 2
Releases: 2

Created over 4 years ago · Last pushed about 2 years ago

Metadata Files

Readme License Citation

Integrated-Vision-Inspection-System :camera:

GitHub Contributors Image

The Integrated-Vision-Inspection-System (IVIS) is a computer vision app that allows users to train/customize/deploy their own model to fit various application.

Installation :computer:

This application is supported on both Windows and Linux OS.
This application supports both navtive and docker installation.
This application has version with GPU and without GPU support.
Only installation on Ubuntu have been tested for Linux OS.
For Windows OS, native installation is recommended while Linux OS, docker installation is recommended.

Basic User Guide :open_book:

NOTE: For more detailed user guide, counsult the wiki.

Application Log in

During first time log in, the application will prompt for an admin password change and a PostgreSQL password.
Once the application is fully setup, the normal username and password prompt will show up everytime the application is launched.

Project Creation

After login, create a project at the Home page.
Fill in the details and add a dataset using one of the options shown in the page.

Once everything is filled up click Submit and the project will be created.

Labelling

During project creation, if the dataset selected was already labelled, this step can be skipped.
if not, proceed to labelling and label the uploaded dataset.
The labelling of this application uses the app LabelStudio interface.
Due to some PC computation, loading time between each label can be slow, consider installing Label Studio natively and label there.

Training

Once preparation of data is completed, navigate to the training section.
Create a training session and follow the instruction in the application to setup the model, training parameters and image augmentation.
When setting up the training parameters, beware of the PC resources and make sure it can handle.
Start the training. Once the training is done, the model will be saved.
Adjust the training parameters and continue the training if necessary.
If desired, uploading a user model is possible as well if the file format is compatible.

Deployment

Once a training is done, proceed to deployment page and select the desired model.
Deploy the model and select the media for deployment. (image upload/camera/mqtt)
If desired, deploying a user model is possible as well.

Settings

This section will allow for deletion of object.
This section allows the following deletion.
- Training session/model
- Dataset
- Project

User Management Page

At Home page, the User Management option is located at the side tab.

This option allows addition/deletion/check info of a user.
It is also possible to alter the user password in this option.

Node-RED:link:

This repo also features some integration with Node-RED. Camera feeds can be sent to an MQTT broker where it can be fetched and displayed in Node-RED dashboard. Example flows can be found here.

Citation

tex @misc{Integrated Vision Inspection System, title={{Integrated Vision Inspection System}}, url={https://github.com/msf4-0/Integrated-Vision-Inspection-System}, author={ Chu Zhen Hao, Anson, Yap Jun Kang, Lee Shi-Hau Nicholas Tan Chien Yuan}, year={2021}, }

License

Owner

Name: Malaysian Smart Factory 4.0 @ SHRDC
Login: msf4-0
Kind: organization

Repositories: 13
Profile: https://github.com/msf4-0

An emerging technology centre driven to accelerate sustainable digital transformation through people-focused strategies

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Chu"
  given-names: "Zhen Hao"
- family-names: "Anson"
  given-names: "Anson"
title: "Integrated Vision Inspection System"
version: 0.1.0 
url: "https://github.com/msf4-0/Integrated-Vision-Inspection-System"

GitHub Events

Total

Watch event: 1
Fork event: 1

Last Year

Watch event: 1
Fork event: 1

Dependencies

src/lib/core/color_extract/color_extract/frontend/package-lock.json npm

1500 dependencies

src/lib/core/color_extract/color_extract/frontend/package.json npm

@testing-library/jest-dom ^5.14.1
@testing-library/react ^12.1.2
@testing-library/user-event ^13.2.1
@types/jest ^27.0.2
@types/node ^16.10.2
@types/react ^17.0.27
@types/react-dom ^17.0.9
react ^17.0.2
react-dom ^17.0.2
react-scripts 4.0.3
streamlit-component-lib ^1.3.0
typescript ~4.4.3

src/lib/data_editor/label_studio_editor_component/label_studio_editor/frontend/package-lock.json npm

1556 dependencies

src/lib/data_editor/label_studio_editor_component/label_studio_editor/frontend/package.json npm

@types/jquery ^3.5.6 development
@testing-library/jest-dom ^5.14.1
@testing-library/react ^12.1.2
@testing-library/user-event ^13.2.1
@types/jest ^27.0.2
@types/node ^16.10.2
@types/react ^17.0.27
@types/react-dom ^17.0.9
jquery ^3.6.0
label-studio ^1.0.1
react ^17.0.2
react-dom ^17.0.2
react-scripts 4.0.3
streamlit-component-lib ^1.3.0
typescript ~4.4.3

src/lib/data_editor/old/streamlit_labelstudio/frontend/package-lock.json npm

1626 dependencies

src/lib/data_editor/old/streamlit_labelstudio/frontend/package.json npm

@testing-library/jest-dom ^5.14
@testing-library/react ^12.0.0
@testing-library/user-event ^13.2.1
@types/jest ^27.0.1
@types/node ^16.7.1
label-studio ^1.0.1
react-scripts ^4.0.3
streamlit-component-lib ^1.2.0
typescript ^4.3.5

src/lib/data_manager/data_table_component/data_table/frontend/package-lock.json npm

1538 dependencies

src/lib/data_manager/data_table_component/data_table/frontend/package.json npm

@material-ui/core ^4.12.3
@material-ui/data-grid ^4.0.0-alpha.37
@material-ui/icons ^4.11.2
@material-ui/lab ^4.0.0-alpha.60
@material-ui/x-license ^4.0.0-alpha.37
@testing-library/jest-dom ^5.14.1
@testing-library/react ^12.1.2
@testing-library/user-event ^13.2.1
@types/jest ^27.0.2
@types/node ^16.10.2
@types/react ^17.0.27
@types/react-dom ^17.0.9
clsx ^1.1.1
prop-types ^15.7.2
react ^17.0.2
react-dom ^17.0.2
react-scripts 4.0.3
streamlit-component-lib ^1.3.0
typescript ~4.4.3

poetry.lock pypi

152 dependencies

pyproject.toml pypi

autopep8 ^1.5.7 develop
psycopg2-binary ^2.9.1 develop
PyYAML ^5.4.1
appdirs ^1.4.4
colorutils ^0.3.0
get-video-properties ^0.1.1
hdfs ^2.6.0
humanize ^3.11.0
opencv-python ~4.5.2
passlib ^1.7.4
psutil ^5.8.0
psycopg2 ^2.9.1
pycocotools ^2.0.2
python ~3.8
scipy ^1.7.1
stqdm ^0.0.4
streamlit ^0.89.0
streamlit-webrtc ^0.28.1
tensorflow ~2.5.0
tensorflow-datasets ^4.4.0

requirement-files/conda/requirements.txt pypi

Cython ==0.29.23
GitPython ==3.1.18
Jinja2 ==3.0.1
Keras-Preprocessing ==1.1.2
Markdown ==3.3.4
MarkupSafe ==2.0.1
Pillow ==8.3.1
PyYAML ==5.4.1
Pygments ==2.9.0
Send2Trash ==1.7.1
Werkzeug ==2.0.1
absl-py ==0.13.0
aioice ==0.7.5
aiortc ==1.2.1
altair ==4.1.0
apache-beam ==2.31.0
appdirs ==1.4.4
argon2-cffi ==20.1.0
asn1crypto ==1.4.0
astor ==0.8.1
astunparse ==1.6.3
async-generator ==1.10
atpublic ==2.3
attrs ==21.2.0
av ==8.0.3
avro-python3 ==1.9.2.1
backcall ==0.2.0
backports.lzma ==0.0.14
base58 ==2.1.0
bleach ==4.0.0
blinker ==1.4
cachetools ==4.2.2
certifi ==2021.5.30
charset-normalizer ==2.0.4
clang ==5.0
click ==7.1.2
colorama ==0.4.4
colorutils ==0.3.0
commonmark ==0.9.1
configobj ==5.0.6
construct ==2.10.67
contextlib2 ==21.6.0
crcmod ==1.7
cycler ==0.10.0
debugpy ==1.4.1
decorator ==5.0.9
defusedxml ==0.7.1
dictdiffer ==0.9.0
dill ==0.3.1.1
diskcache ==5.2.1
distro ==1.6.0
dm-tree ==0.1.6
dnspython ==2.1.0
docopt ==0.6.2
dpath ==2.0.1
dulwich ==0.20.24
dvc ==2.6.4
entrypoints ==0.3
fastavro ==1.4.4
flatbuffers ==1.12
flatten-dict ==0.4.2
flufl.lock ==3.2
fsspec ==2021.7.0
ftfy ==6.0.3
funcy ==1.16
future ==0.18.2
gast ==0.4.0
get-video-properties ==0.1.1
gin-config ==0.4.0
gitdb ==4.0.7
google-api-core ==1.31.1
google-api-python-client ==2.15.0
google-auth ==1.35.0
google-auth-httplib2 ==0.1.0
google-auth-oauthlib ==0.4.5
google-crc32c ==1.1.2
google-pasta ==0.2.0
googleapis-common-protos ==1.53.0
grandalf ==0.6
grpcio ==1.39.0
h5py ==3.1.0
hdfs ==2.6.0
httplib2 ==0.19.1
humanize ==3.11.0
idna ==3.2
importlib-resources ==5.2.2
ipykernel ==6.0.3
ipython ==7.26.0
ipython-genutils ==0.2.0
ipywidgets ==7.6.3
jedi ==0.18.0
joblib ==1.0.1
jsonschema ==3.2.0
jupyter-client ==6.1.12
jupyter-core ==4.7.1
jupyterlab-pygments ==0.1.2
jupyterlab-widgets ==1.0.0
kaggle ==1.5.12
keras ==2.6.0
keras-nightly ==2.5.0.dev2021032900
kiwisolver ==1.3.1
lvis ==0.5.3
lxml ==4.6.3
mailchecker ==4.0.11
mar ==3.1.0
matplotlib ==3.4.2
matplotlib-inline ==0.1.2
mistune ==0.8.4
nanotime ==0.5.2
nbclient ==0.5.3
nbconvert ==6.1.0
nbformat ==5.1.3
nest-asyncio ==1.5.1
netifaces ==0.11.0
networkx ==2.6.2
notebook ==6.4.2
numpy ==1.19.5
oauth2client ==4.1.3
oauthlib ==3.1.1
opencv-python ==4.5.3.56
opencv-python-headless ==4.5.3.56
opt-einsum ==3.3.0
packaging ==21.0
pandas ==1.3.1
pandocfilters ==1.4.3
parso ==0.8.2
passlib ==1.7.4
pathspec ==0.8.1
pexpect ==4.8.0
phonenumbers ==8.12.30
pickleshare ==0.7.5
ply ==3.11
portalocker ==2.0.0
prometheus-client ==0.11.0
promise ==2.3
prompt-toolkit ==3.0.19
protobuf ==3.17.3
psutil ==5.8.0
ptyprocess ==0.7.0
py-cpuinfo ==8.0.0
pyarrow ==4.0.1
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycocotools ==2.0.2
pydeck ==0.6.2
pydot ==1.4.2
pyee ==8.1.0
pygit2 ==1.6.1
pygtrie ==2.4.2
pylibsrtp ==0.6.8
pymongo ==3.12.0
pyparsing ==2.4.7
pyrsistent ==0.18.0
python-benedict ==0.24.2
python-dateutil ==2.8.2
python-fsutil ==0.5.0
python-slugify ==5.0.2
pytz ==2021.1
pyzmq ==22.2.1
requests ==2.26.0
requests-oauthlib ==1.3.0
rich ==10.7.0
rsa ==4.7.2
ruamel.yaml ==0.17.13
ruamel.yaml.clib ==0.2.6
sacrebleu ==1.5.1
scikit-learn ==0.24.2
scipy ==1.7.1
sentencepiece ==0.1.96
seqeval ==1.2.2
shortuuid ==1.0.1
shtab ==1.3.10
six ==1.15.0
smmap ==4.0.0
stqdm ==0.0.4
streamlit ==0.88.0
streamlit-webrtc ==0.26.0
style ==1.1.0
tabulate ==0.8.9
tensorboard ==2.6.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.0
tensorflow ==2.5.0
tensorflow-addons ==0.13.0
tensorflow-datasets ==4.4.0
tensorflow-estimator ==2.6.0
tensorflow-hub ==0.12.0
tensorflow-metadata ==1.2.0
tensorflow-model-optimization ==0.6.0
termcolor ==1.1.0
terminado ==0.10.1
testpath ==0.5.0
text-unidecode ==1.3
tf-models-official ==2.5.1
tf-slim ==1.1.0
threadpoolctl ==2.2.0
toolz ==0.11.1
tornado ==6.1
tqdm ==4.62.0
traitlets ==5.0.5
typeguard ==2.12.1
typing-extensions ==3.7.4.3
tzlocal ==2.1
update ==0.0.1
uritemplate ==3.0.1
urllib3 ==1.26.6
validators ==0.18.2
voluptuous ==0.12.1
watchdog ==2.1.3
wcwidth ==0.2.5
webencodings ==0.5.1
widgetsnbextension ==3.5.1
wrapt ==1.12.1
xmltodict ==0.12.0
zc.lockfile ==2.0
zipp ==3.5.0

requirement-files/pypi-requirements/requirements.txt pypi

absl-py ==0.12.0
aioice ==0.7.5
aiortc ==1.2.1
altair ==4.1.0
appdirs ==1.4.4
appnope ==0.1.2
argon2-cffi ==21.1.0
astor ==0.8.1
astunparse ==1.6.3
attrs ==21.2.0
av ==8.0.3
backcall ==0.2.0
backports.zoneinfo ==0.2.1
base58 ==2.1.0
bleach ==4.1.0
blinker ==1.4
cachetools ==4.2.2
certifi ==2021.5.30
cffi ==1.14.6
charset-normalizer ==2.0.4
click ==7.1.2
colorama ==0.4.4
colorutils ==0.3.0
cryptography ==3.4.8
cycler ==0.10.0
cython ==0.29.24
debugpy ==1.4.3
decorator ==5.1.0
defusedxml ==0.7.1
dill ==0.3.4
dnspython ==2.1.0
docopt ==0.6.2
entrypoints ==0.3
flatbuffers ==1.12
future ==0.18.2
gast ==0.4.0
gitdb ==4.0.7
gitpython ==3.1.23
google-auth ==1.35.0
google-auth-oauthlib ==0.4.6
google-crc32c ==1.1.5
google-pasta ==0.2.0
googleapis-common-protos ==1.53.0
grpcio ==1.34.1
h5py ==3.1.0
hdfs ==2.6.0
humanize ==3.11.0
idna ==3.2
importlib-resources ==5.2.2
ipykernel ==6.4.1
ipython ==7.27.0
ipython-genutils ==0.2.0
ipywidgets ==7.6.5
jedi ==0.18.0
jinja2 ==3.0.1
jsonschema ==3.2.0
jupyter-client ==7.0.2
jupyter-core ==4.7.1
jupyterlab-pygments ==0.1.2
jupyterlab-widgets ==1.0.2
keras-nightly ==2.5.0.dev2021032900
keras-preprocessing ==1.1.2
kiwisolver ==1.3.2
markdown ==3.3.4
markupsafe ==2.0.1
matplotlib ==3.4.3
matplotlib-inline ==0.1.3
mistune ==0.8.4
nbclient ==0.5.4
nbconvert ==6.1.0
nbformat ==5.1.3
nest-asyncio ==1.5.1
netifaces ==0.11.0
notebook ==6.4.3
numpy ==1.19.5
oauthlib ==3.1.1
opencv-python ==4.5.2.54
opt-einsum ==3.3.0
packaging ==21.0
pandas ==1.3.3
pandocfilters ==1.5.0
parso ==0.8.2
passlib ==1.7.4
pexpect ==4.8.0
pickleshare ==0.7.5
pillow ==8.3.2
prometheus-client ==0.11.0
promise ==2.3
prompt-toolkit ==3.0.20
protobuf ==3.17.3
psutil ==5.8.0
psycopg2 ==2.9.1
ptyprocess ==0.7.0
py ==1.10.0
pyarrow ==5.0.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycocotools ==2.0.2
pycparser ==2.20
pydeck ==0.7.0
pyee ==8.2.2
pygments ==2.10.0
pylibsrtp ==0.6.8
pyparsing ==2.4.7
pyrsistent ==0.18.0
python-dateutil ==2.8.2
pytz ==2021.1
pywin32 ==301
pywinpty ==1.1.4
pyyaml ==5.4.1
pyzmq ==22.2.1
requests ==2.26.0
requests-oauthlib ==1.3.0
rsa ==4.7.2
scipy ==1.7.1
send2trash ==1.8.0
six ==1.15.0
smmap ==4.0.0
stqdm ==0.0.4
streamlit ==0.88.0
streamlit-webrtc ==0.28.1
tensorboard ==2.6.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.0
tensorflow ==2.5.1
tensorflow-datasets ==4.4.0
tensorflow-estimator ==2.5.0
tensorflow-metadata ==1.2.0
termcolor ==1.1.0
terminado ==0.12.1
testpath ==0.5.0
toml ==0.10.2
toolz ==0.11.1
tornado ==6.1
tqdm ==4.62.2
traitlets ==5.1.0
typing-extensions ==3.7.4.3
tzdata ==2021.1
tzlocal ==3.0
urllib3 ==1.26.6
validators ==0.18.2
watchdog ==2.1.5
wcwidth ==0.2.5
webencodings ==0.5.1
werkzeug ==2.0.1
widgetsnbextension ==3.5.1
wrapt ==1.12.1
zipp ==3.5.0

requirements.txt pypi

absl-py ==0.12.0
aioice ==0.7.5
aiortc ==1.2.1
altair ==4.1.0
appdirs ==1.4.4
appnope ==0.1.2
argon2-cffi ==21.1.0
astor ==0.8.1
astunparse ==1.6.3
attrs ==21.2.0
av ==8.0.3
backcall ==0.2.0
backports.zoneinfo ==0.2.1
base58 ==2.1.0
bleach ==4.1.0
blinker ==1.4
cachetools ==4.2.4
certifi ==2021.5.30
cffi ==1.14.6
charset-normalizer ==2.0.6
click ==7.1.2
colorama ==0.4.4
colorutils ==0.3.0
cryptography ==35.0.0
cycler ==0.10.0
cython ==0.29.24
debugpy ==1.4.3
decorator ==5.1.0
defusedxml ==0.7.1
dill ==0.3.4
dnspython ==2.1.0
docopt ==0.6.2
entrypoints ==0.3
flatbuffers ==1.12
future ==0.18.2
gast ==0.4.0
get-video-properties ==0.1.1
gitdb ==4.0.7
gitpython ==3.1.24
google-auth ==1.35.0
google-auth-oauthlib ==0.4.6
google-crc32c ==1.2.0
google-pasta ==0.2.0
googleapis-common-protos ==1.53.0
grpcio ==1.34.1
h5py ==3.1.0
hdfs ==2.6.0
humanize ==3.11.0
idna ==3.2
importlib-resources ==5.2.2
ipykernel ==6.4.1
ipython ==7.28.0
ipython-genutils ==0.2.0
ipywidgets ==7.6.5
jedi ==0.18.0
jinja2 ==3.0.1
jsonschema ==4.0.1
jupyter-client ==7.0.5
jupyter-core ==4.8.1
jupyterlab-pygments ==0.1.2
jupyterlab-widgets ==1.0.2
keras-nightly ==2.5.0.dev2021032900
keras-preprocessing ==1.1.2
kiwisolver ==1.3.2
markdown ==3.3.4
markupsafe ==2.0.1
matplotlib ==3.4.3
matplotlib-inline ==0.1.3
mistune ==0.8.4
nbclient ==0.5.4
nbconvert ==6.2.0
nbformat ==5.1.3
nest-asyncio ==1.5.1
netifaces ==0.11.0
notebook ==6.4.4
numpy ==1.19.5
oauthlib ==3.1.1
opencv-python ==4.5.2.54
opt-einsum ==3.3.0
packaging ==21.0
pandas ==1.3.3
pandocfilters ==1.5.0
parso ==0.8.2
passlib ==1.7.4
pexpect ==4.8.0
pickleshare ==0.7.5
pillow ==8.3.2
prometheus-client ==0.11.0
promise ==2.3
prompt-toolkit ==3.0.20
protobuf ==3.18.0
psutil ==5.8.0
psycopg2 ==2.9.1
ptyprocess ==0.7.0
py ==1.10.0
pyarrow ==5.0.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycocotools ==2.0.2
pycparser ==2.20
pydeck ==0.7.0
pyee ==8.2.2
pygments ==2.10.0
pylibsrtp ==0.6.8
pyparsing ==2.4.7
pyrsistent ==0.18.0
python-dateutil ==2.8.2
pytz ==2021.3
pywin32 ==301
pywinpty ==1.1.4
pyyaml ==5.4.1
pyzmq ==22.3.0
requests ==2.26.0
requests-oauthlib ==1.3.0
rsa ==4.7.2
scipy ==1.7.1
send2trash ==1.8.0
six ==1.15.0
smmap ==4.0.0
stqdm ==0.0.4
streamlit ==0.89.0
streamlit-webrtc ==0.28.1
tensorboard ==2.6.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.0
tensorflow ==2.5.1
tensorflow-datasets ==4.4.0
tensorflow-estimator ==2.5.0
tensorflow-metadata ==1.2.0
termcolor ==1.1.0
terminado ==0.12.1
testpath ==0.5.0
toml ==0.10.2
toolz ==0.11.1
tornado ==6.1
tqdm ==4.62.3
traitlets ==5.1.0
typing-extensions ==3.7.4.3
tzdata ==2021.2.post0
tzlocal ==3.0
urllib3 ==1.26.7
validators ==0.18.2
watchdog ==2.1.6
wcwidth ==0.2.5
webencodings ==0.5.1
werkzeug ==2.0.1
widgetsnbextension ==3.5.1
wrapt ==1.12.1
zipp ==3.6.0

requirements_no_hash.txt pypi

Shapely ==1.7.1
absl-py ==0.14.1
aioice ==0.7.5
aiortc ==1.2.1
albumentations ==1.1.0
altair ==4.1.0
appdirs ==1.4.4
appnope ==0.1.2
argon2-cffi ==21.1.0
astor ==0.8.1
astunparse ==1.6.3
attrs ==21.2.0
autopep8 ==1.5.7
av ==8.0.3
backcall ==0.2.0
backports.zoneinfo ==0.2.1
base58 ==2.1.0
beautifulsoup4 ==4.10.0
bleach ==4.1.0
blinker ==1.4
cachetools ==4.2.4
certifi ==2021.5.30
cffi ==1.14.6
charset-normalizer ==2.0.6
click ==7.1.2
colorama ==0.4.4
colorutils ==0.3.0
cryptography ==35.0.0
cycler ==0.10.0
cython ==0.29.24
debugpy ==1.5.0
decorator ==5.1.0
defusedxml ==0.7.1
dill ==0.3.4
dnspython ==2.1.0
docopt ==0.6.2
entrypoints ==0.3
flatbuffers ==1.12
future ==0.18.2
gast ==0.4.0
get-video-properties ==0.1.1
gitdb ==4.0.7
gitpython ==3.1.24
google-auth ==1.35.0
google-auth-oauthlib ==0.4.6
google-crc32c ==1.3.0
google-pasta ==0.2.0
googleapis-common-protos ==1.53.0
grpcio ==1.34.1
h5py ==3.1.0
hdfs ==2.6.0
humanize ==3.11.0
idna ==3.2
importlib-resources ==5.2.2
imutils ==0.5.4
ipykernel ==6.4.1
ipython ==7.28.0
ipython-genutils ==0.2.0
ipywidgets ==7.6.5
jedi ==0.18.0
jinja2 ==3.0.2
jsonschema ==4.0.1
jupyter-client ==7.0.6
jupyter-core ==4.8.1
jupyterlab-pygments ==0.1.2
jupyterlab-widgets ==1.0.2
keras-unet-collection ==0.1.11
kiwisolver ==1.3.2
lxml ==4.6.3
markdown ==3.3.4
markupsafe ==2.0.1
matplotlib ==3.4.3
matplotlib-inline ==0.1.3
mistune ==0.8.4
natsort ==8.0.1
nbclient ==0.5.4
nbconvert ==6.2.0
nbformat ==5.1.3
nest-asyncio ==1.5.1
netifaces ==0.11.0
nltk ==3.6.5
notebook ==6.4.4
numpy ==1.19.5
oauthlib ==3.1.1
opencv-python ==4.5.2.54
opt-einsum ==3.3.0
packaging ==21.0
paho-mqtt ==1.6.1
pandas ==1.3.3
pandocfilters ==1.5.0
parso ==0.8.2
passlib ==1.7.4
pexpect ==4.8.0
pickleshare ==0.7.5
pillow ==8.3.2
prometheus-client ==0.11.0
promise ==2.3
prompt-toolkit ==3.0.20
protobuf ==3.18.1
psutil ==5.8.0
psycopg2 ==2.9.1
ptyprocess ==0.7.0
py ==1.10.0
pyarrow ==5.0.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycocotools ==2.0.3
pycparser ==2.20
pydeck ==0.7.0
pydub ==0.25.1
pyee ==8.2.2
pygments ==2.10.0
pylibsrtp ==0.6.8
pyparsing ==2.4.7
pyrsistent ==0.18.0
python-dateutil ==2.8.2
pytz ==2021.3
pywin32 ==302
pywinpty ==1.1.4
pyyaml ==5.4.1
pyzmq ==22.3.0
requests ==2.26.0
requests-oauthlib ==1.3.0
rsa ==4.7.2
scikit-learn ==1.0
scipy ==1.7.1
seaborn ==0.11.2
send2trash ==1.8.0
six ==1.15.0
smmap ==4.0.0
stqdm ==0.0.4
streamlit ==1.4.0
streamlit-webrtc ==0.28.1
tensorboard ==2.6.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.0
tensorflow ==2.7.0
tensorflow-addons ==0.15.0
tensorflow-datasets ==4.4.0
tensorflow-estimator >=2.5.0
tensorflow-metadata ==0.22.2
termcolor ==1.1.0
terminado ==0.12.1
testpath ==0.5.0
toml ==0.10.2
toolz ==0.11.1
tornado ==6.1
tqdm ==4.62.3
traitlets ==5.1.0
typeguard ==2.13.0
typing-extensions ==3.7.4.3
tzdata ==2021.2.post0
tzlocal ==3.0
urllib3 ==1.26.7
validators ==0.18.2
watchdog ==2.1.6
wcwidth ==0.2.5
webencodings ==0.5.1
werkzeug ==2.0.2
wget ==3.2
widgetsnbextension ==3.5.1
wrapt ==1.12.1
zipp ==3.6.0

src/lib/core/color_extract/color_extract.egg-info/requires.txt pypi

streamlit >=0.63

src/lib/core/color_extract/setup.py pypi

By *
If *
streamlit *
them *

src/lib/data_editor/label_studio_editor_component/label_studio_editor.egg-info/requires.txt pypi

streamlit >=0.63

src/lib/data_editor/label_studio_editor_component/setup.py pypi

By *
If *
streamlit *
them *

src/lib/data_manager/data_table_component/data_table.egg-info/requires.txt pypi

streamlit >=0.63

src/lib/data_manager/data_table_component/setup.py pypi

By *
If *
streamlit *
them *

.devcontainer/Dockerfile docker

mcr.microsoft.com/vscode/devcontainers/python 0-${VARIANT} build

.devcontainer/docker-compose.yml docker

postgres latest

Dockerfile docker

nvidia/cuda 11.2.0-cudnn8-runtime-ubuntu20.04 build

docker-compose.cpu.yml docker

eclipse-mosquitto 2.0.14
integrated_vision_inspection_system-cpu latest
postgres 14

docker-compose.debug.yml docker

imagelabellingshrdc latest

docker-compose.yml docker

eclipse-mosquitto 2.0.14
integrated_vision_inspection_system latest
postgres 14

src/test/color-extract/color_extract_test/frontend/package-lock.json npm

1495 dependencies

src/test/color-extract/color_extract_test/frontend/package.json npm

@testing-library/jest-dom ^5.14.1
@testing-library/react ^12.0.0
@testing-library/user-event ^13.2.1
@types/jest ^27.0.0
@types/node ^16.4.13
@types/react ^17.0.17
@types/react-dom ^17.0.9
react ^17.0.2
react-dom ^17.0.2
react-scripts 4.0.3
streamlit-component-lib ^1.2.0
typescript ~4.3.5

src/test/data_table_component/data_table_test/frontend/package-lock.json npm

1534 dependencies

src/test/data_table_component/data_table_test/frontend/package.json npm

@material-ui/core ^4.12.3
@material-ui/data-grid ^4.0.0-alpha.37
@material-ui/icons ^4.11.2
@material-ui/lab ^4.0.0-alpha.60
@material-ui/x-license ^4.0.0-alpha.37
@testing-library/jest-dom ^5.14.1
@testing-library/react ^12.0.0
@testing-library/user-event ^13.2.1
@types/jest ^27.0.1
@types/node ^16.6.2
@types/react ^17.0.19
@types/react-dom ^17.0.9
clsx ^1.1.1
prop-types ^15.7.2
react ^17.0.2
react-dom ^17.0.2
react-scripts 4.0.3
streamlit-component-lib ^1.2.0
typescript ~4.3.5

src/test/label_studio_editor_component/label_studio_editor_test/frontend/package-lock.json npm

1556 dependencies

src/test/label_studio_editor_component/label_studio_editor_test/frontend/package.json npm

@types/jquery ^3.5.6 development
@testing-library/jest-dom ^5.14.1
@testing-library/react ^12.0.0
@testing-library/user-event ^13.2.1
@types/jest ^27.0.1
@types/node ^16.7.1
@types/react ^17.0.19
@types/react-dom ^17.0.9
jquery ^3.6.0
label-studio ^1.0.1
react ^17.0.2
react-dom ^17.0.2
react-scripts 4.0.3
streamlit-component-lib ^1.2.0
typescript ~4.3.5

src/test/streamlit-labelstudio/streamlit_labelstudio/frontend/package-lock.json npm

1618 dependencies

src/test/streamlit-labelstudio/streamlit_labelstudio/frontend/package.json npm

@testing-library/jest-dom ^5.14
@testing-library/react ^11.2.7
@testing-library/user-event ^13.1.9
@types/jest ^26.0.23
@types/node ^15.12.2
label-studio ^1.0.0
react-scripts ^4.0.3
streamlit-component-lib ^1.2.0
typescript ^4.3.4

src/test/color-extract/color_extract_test.egg-info/requires.txt pypi

streamlit >=0.63 test

src/test/color-extract/setup.py pypi

By *
If *
streamlit *
them *

src/test/data_table_component/data_table_test.egg-info/requires.txt pypi

streamlit >=0.63 test

src/test/data_table_component/setup.py pypi

By *
If *
streamlit *
them *

src/test/label_studio_editor_component/label_studio_editor_test.egg-info/requires.txt pypi

streamlit >=0.63 test

src/test/label_studio_editor_component/setup.py pypi

By *
If *
streamlit *
them *

src/lib/data_editor/package-lock.json npm

requirements_tmp.txt pypi

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