View calamari-ocr on Snyk Open Source Advisor

Package Health Score

72 / 100

security
Security review needed
popularity
Small
maintenance
Healthy
community
Sustainable

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Popularity

Small

GitHub Stars: 1.04K
Forks: 209
Contributors: 20

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package calamari-ocr, we found that it has been starred 1,043 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Nov 12, 2024
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 4
H
8
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

GPL-3.0

Non-Permissive License

We noticed that this project uses a license which requires less permissive conditions such as disclosing the source code, stating changes or redistributing the source under the same license. It is advised to further consult the license terms before use.

Security Policy

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Maintenance

Healthy

Commit Frequency

Open Issues: 55
Open PR: 5
Last Release: 6 days ago
Last Commit: 2 months ago

Further analysis of the maintenance status of calamari-ocr based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that calamari-ocr demonstrates a positive version release cadence with at least one new version released in the past 3 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Sustainable

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 20
Funding: No

With more than 10 contributors for the calamari-ocr repository, this is possibly a sign for a growing and inviting community.

We found a way for you to contribute to the project! Looks like calamari-ocr is missing a Code of Conduct.

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Package

Python Versions Compatibility: >=3.7

Age: 7 years
Latest Release: 6 days ago
Dependencies: 4 Direct / 80 Total
Versions: 45
Maintainers: 3
Wheels: OS Independent

Readme

OCR Engine based on OCRopy and Kraken using Python 3.

It is designed to both be easy to use from the command line but also be modular to be integrated and customized from other python scripts.

preview

Documentation

The documentation of Calamari is hosted here.

Pretrained model repository

Pretrained models are available at calamari_models and calamari_models_experimental.

Current releases (with individual model tarballs) can be accessed here and here.

Installing

Calamari is available on pypi:

pip install calamari-ocr

Read the docs for further instructions.

Command-Line Interface

See the docs to learn how to use Calamari from the command line.

Calamari API

See the docs to learn how to adapt Calamari for your needs.

Citing Calamari

If you use Calamari in your Research-Project, please cite:

Wick, C., Reul, C., Puppe, F.: Calamari - A High-Performance Tensorflow-based Deep Learning Package for Optical Character Recognition. Digital Humanities Quarterly 14(1) (2020)

@article{wick_calamari_2020,
    title = {Calamari - {A} {High}-{Performance} {Tensorflow}-based {Deep} {Learning} {Package} for {Optical} {Character} {Recognition}},
    volume = {14},
    number = {1},
    journal = {Digital Humanities Quarterly},
    author = {Wick, Christoph and Reul, Christian and Puppe, Frank},
    year = {2020},
}

calamari-ocr dependencies

edit-distance h5py lxml xlsxwriter

FAQs

What is calamari-ocr?

Line based ATR Engine based on OCRopy. Visit Snyk Advisor to see a full health score report for calamari-ocr, including popularity, security, maintenance & community analysis.

Is calamari-ocr popular?

The python package calamari-ocr receives a total of 940 weekly downloads. As such, calamari-ocr popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is calamari-ocr well maintained?

We found that calamari-ocr demonstrated a healthy version release cadence and project activity. It has a community of 20 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is calamari-ocr safe to use?

While scanning the latest version of calamari-ocr, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 18 November-2024, at 10:21 (UTC).

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calamari-ocr

Line based ATR Engine based on OCRopy For more information about how to use this package see README

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Package Health Score

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Popularity

Direct Usage Popularity

Security

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Non-Permissive License

Maintenance

Commit Frequency

Community

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Package

Readme

Documentation

Pretrained model repository

Installing

Command-Line Interface

Calamari API

Citing Calamari

calamari-ocr dependencies

FAQs

What is calamari-ocr?

Is calamari-ocr popular?

Is calamari-ocr well maintained?

Is calamari-ocr safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Explore Similar Packages

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

Documentation

Pretrained model repository

Installing

Command-Line Interface

Calamari API

Citing Calamari

calamari-ocr dependencies

FAQs

What is calamari-ocr?

Is calamari-ocr popular?

Is calamari-ocr well maintained?

Is calamari-ocr safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues