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handprint

Apply different text recognition services to images of handwritten documents.

https://github.com/caltechlibrary/handprint

Science Score: 36.0%

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

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    1 of 2 committers (50.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (4.0%) to scientific vocabulary

Keywords

amazon-rekognition amazon-textract google-api google-cloud google-vision-api handwritten-text-recognition htr library-automation machine-learning microsoft-azure ocr optical-character-recognition python

Keywords from Contributors

mesh interactive book hacking
Last synced: 4 months ago · JSON representation

Repository

Apply different text recognition services to images of handwritten documents.

Basic Info
Statistics
  • Stars: 183
  • Watchers: 11
  • Forks: 18
  • Open Issues: 17
  • Releases: 22
Topics
amazon-rekognition amazon-textract google-api google-cloud google-vision-api handwritten-text-recognition htr library-automation machine-learning microsoft-azure ocr optical-character-recognition python
Created over 7 years ago · Last pushed about 3 years ago
Metadata Files
Readme Changelog Contributing License Code of conduct Citation Support Codemeta

README-PAPER.md

About the JOSS paper

This repository uses a separate branch named joss-paper to store the files for the Handprint JOSS paper submission made in March 2022. That branch has a separate change history and different file structure. Changes to the paper are not reflected in the change history of the main or develop branches of the repository.

Owner

  • Name: Caltech Library
  • Login: caltechlibrary
  • Kind: organization
  • Email: helpdesk@library.caltech.edu
  • Location: Pasadena, CA 91125

We manage the physical and digital holdings of the California Institute of Technology, provide services and training, and develop open-source software.

CodeMeta (codemeta.json) 

{
  "@context": "https://doi.org/10.5063/schema/codemeta-2.0",
  "@type": "SoftwareSourceCode",
  "description": "Apply different handwritten text recognition services and algorithms to handwritten documents.",
  "name": "Handprint",
  "codeRepository": "https://github.com/caltechlibrary/handprint",
  "issueTracker": "https://github.com/caltechlibrary/handprint/issues",
  "license": "https://github.com/caltechlibrary/handprint/blob/master/LICENSE",
  "version": "1.6.0",
  "author": [
    {
      "@type": "Person",
      "givenName": "Michael",
      "familyName": "Hucka",
      "affiliation": "Caltech Library",
      "email": "mhucka@caltech.edu",
      "@id": "https://orcid.org/0000-0001-9105-5960"
    }
  ],
  "developmentStatus": "active",
  "keywords": [
    "handwritten text recognition",
    "HTR",
    "OCR",
    "machine learning"
  ],
  "maintainer": "https://orcid.org/0000-0001-9105-5960",
  "programmingLanguage": "Python"
}

GitHub Events

Total
  • Watch event: 12
  • Issue comment event: 1
  • Fork event: 1
  • Commit comment event: 1
Last Year
  • Watch event: 12
  • Issue comment event: 1
  • Fork event: 1
  • Commit comment event: 1

Committers

Last synced: 7 months ago

All Time
  • Total Commits: 858
  • Total Committers: 2
  • Avg Commits per committer: 429.0
  • Development Distribution Score (DDS): 0.006
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Michael Hucka m****a@c****u 853
dependabot[bot] 4****] 5
Committer Domains (Top 20 + Academic)
caltech.edu: 1

Issues and Pull Requests

Last synced: 4 months ago

All Time
  • Total issues: 39
  • Total pull requests: 9
  • Average time to close issues: about 2 months
  • Average time to close pull requests: 30 days
  • Total issue authors: 13
  • Total pull request authors: 1
  • Average comments per issue: 0.97
  • Average comments per pull request: 0.11
  • Merged pull requests: 5
  • Bot issues: 0
  • Bot pull requests: 9
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • mhucka (25)
  • rlskoeser (2)
  • step21 (2)
  • syed-9909 (1)
  • Duxmir (1)
  • richlysakowski (1)
  • tuxflo (1)
  • Nestak2 (1)
  • TommasoBendinelli (1)
  • criley10 (1)
  • tmorrell (1)
  • braytac (1)
  • DestoGit (1)
Pull Request Authors
  • dependabot[bot] (9)
Top Labels
Issue Labels
Enhancement ✨ (12) Bug 🐛 (12) Priority ★★★ (2) Task: docs 📜 (2) Priority ★★ (1) Status: help wanted 👋🏽 (1) Task: chore 📥 (1)
Pull Request Labels
dependencies (9)

Packages

  • Total packages: 2
  • Total downloads:
    • pypi 165 last-month
  • Total docker downloads: 160
  • Total dependent packages: 0
    (may contain duplicates)
  • Total dependent repositories: 2
    (may contain duplicates)
  • Total versions: 33
  • Total maintainers: 1
proxy.golang.org: github.com/caltechlibrary/handprint
  • Versions: 18
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 6.4%
Average: 6.6%
Dependent repos count: 6.8%
Last synced: 4 months ago
pypi.org: handprint

Run handwritten text recognition services on images of documents

  • Versions: 15
  • Dependent Packages: 0
  • Dependent Repositories: 2
  • Downloads: 165 Last month
  • Docker Downloads: 160
Rankings
Docker downloads count: 2.6%
Stargazers count: 5.8%
Forks count: 9.1%
Average: 9.5%
Dependent packages count: 9.8%
Dependent repos count: 11.7%
Downloads: 18.2%
Maintainers (1)
mhucka
Last synced: 4 months ago

Dependencies

.github/workflows/build-sphinx.yml actions
  • actions/cache v2 composite
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
  • peaceiris/actions-gh-pages v3 composite
Pipfile pypi
  • pytest-mock ==3.7.0 develop
  • Pillow ==9.0.1
  • PyMuPDF ==1.19.6
  • StringDist ==1.0.9
  • aenum ==3.1.0
  • appdirs ==1.4.4
  • boltons ==21.0.0
  • boto3 ==1.17.91
  • bun ==0.0.7
  • commonpy >=1.9.0
  • fastnumbers ==3.1.0
  • google-api-core ==1.30.0
  • google-api-python-client ==2.8.0
  • google-auth ==1.30.2
  • google-auth-httplib2 ==0.1.0
  • google-cloud ==0.34.0
  • google-cloud-vision ==2.3.1
  • googleapis-common-protos ==1.53.0
  • grpcio ==1.38.0
  • humanize >=3.7.1
  • imagesize ==1.2.0
  • matplotlib ==3.4.2
  • numpy ==1.22.2
  • plac ==1.3.3
  • psutil ==5.8.0
  • requests ==2.25.0
  • rich ==10.1.0
  • sidetrack ==2.0.0
  • textdistance ==4.2.2
  • urllib3 ==1.26.5
  • validator-collection ==1.5.0
Pipfile.lock pypi
  • attrs ==21.4.0 develop
  • iniconfig ==1.1.1 develop
  • packaging ==21.3 develop
  • pluggy ==1.0.0 develop
  • py ==1.11.0 develop
  • pyparsing ==3.0.7 develop
  • pytest ==7.1.0 develop
  • pytest-mock ==3.7.0 develop
  • tomli ==2.0.1 develop
  • aenum ==3.1.0
  • anyio ==3.5.0
  • appdirs ==1.4.4
  • attrs ==21.4.0
  • boltons ==21.0.0
  • boto3 ==1.17.91
  • botocore ==1.20.112
  • bun ==0.0.7
  • cachetools ==4.2.4
  • certifi ==2021.10.8
  • chardet ==3.0.4
  • charset-normalizer ==2.0.12
  • colorama ==0.4.4
  • commonmark ==0.9.1
  • commonpy ==1.9.1
  • cycler ==0.11.0
  • dateparser ==1.0.0
  • deprecation ==2.1.0
  • fastnumbers ==3.1.0
  • filelock ==3.6.0
  • google-api-core ==1.30.0
  • google-api-python-client ==2.8.0
  • google-auth ==1.30.2
  • google-auth-httplib2 ==0.1.0
  • google-cloud ==0.34.0
  • google-cloud-vision ==2.3.1
  • googleapis-common-protos ==1.53.0
  • grpcio ==1.38.0
  • h11 ==0.12.0
  • h2 ==3.2.0
  • hpack ==3.0.0
  • httpcore ==0.14.7
  • httplib2 ==0.20.4
  • httpx ==0.21.1
  • humanize ==4.0.0
  • hyperframe ==5.2.0
  • idna ==2.10
  • imagesize ==1.2.0
  • iniconfig ==1.1.1
  • jmespath ==0.10.0
  • jsonschema ==4.4.0
  • kiwisolver ==1.4.0
  • matplotlib ==3.4.2
  • numpy ==1.22.2
  • packaging ==21.3
  • pillow ==9.0.1
  • plac ==1.3.3
  • pluggy ==1.0.0
  • proto-plus ==1.20.3
  • protobuf ==3.19.4
  • psutil ==5.8.0
  • py ==1.11.0
  • pyasn1 ==0.4.8
  • pyasn1-modules ==0.2.8
  • pygments ==2.11.2
  • pymupdf ==1.19.6
  • pyparsing ==3.0.7
  • pyrsistent ==0.18.1
  • pytest ==7.1.0
  • python-dateutil ==2.8.2
  • pytz ==2021.3
  • pytz-deprecation-shim ==0.1.0.post0
  • pyyaml ==6.0
  • regex ==2022.3.2
  • requests ==2.25.0
  • requests-file ==1.5.1
  • rfc3986 ==1.5.0
  • rich ==10.1.0
  • rsa ==4.8
  • s3transfer ==0.4.2
  • sidetrack ==2.0.0
  • six ==1.16.0
  • sniffio ==1.2.0
  • stringdist ==1.0.9
  • textdistance ==4.2.2
  • tldextract ==3.0.2
  • tomli ==2.0.1
  • typing-extensions ==3.10.0.2
  • tzdata ==2021.5
  • tzlocal ==4.1
  • uritemplate ==3.0.1
  • urllib3 ==1.26.5
  • validator-collection ==1.5.0
  • wheel ==0.37.1