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Open Source Science

https://github.com/bitdessin/cvtk

https://github.com/bitdessin/cvtk

Science Score: 26.0%

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
  • ✓
    DOI references
    Found 3 DOI reference(s) in README
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (7.7%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: bitdessin
  • Language: Python
  • Default Branch: main
  • Size: 14.7 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created almost 2 years ago · Last pushed over 1 year ago
Metadata Files
Readme

README.md

cvtk

The cvtk (Computer Vision Toolkit) package provides a suite of command-line tools for common computer vision tasks, such as image processing, object detection, and image classification. Built on top of widely-used libraries like PyTorch and MMDetection, cvtk offers a straightforward and user-friendly interface for tackling complex tasks. This simplicity makes it ideal for beginners in both computer vision and Python, allowing them to quickly initiate and advance their projects in the field.

Documentation

  • https://cvtk.readthedocs.io/en/latest/index.html

Citation

The cvtk (Computer Vision Toolkit) package was forked from the JustDeepIt package. If you are using cvtk in your work, please cite the following reference:

Sun J, Cao W, Yamanaka T. JustDeepIt: Software tool with graphical and character user interfaces for deep learning-based object detection and segmentation in image analysis. Front. Plant Sci., 2022, 13:964058. doi: 10.3389/fpls.2022.964058

Owner

  • Name: bitdessin
  • Login: bitdessin
  • Kind: organization

GitHub Events

Total
  • Push event: 3
  • Create event: 3
Last Year
  • Push event: 3
  • Create event: 3

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 57 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 1
  • Total versions: 42
  • Total maintainers: 1
pypi.org: cvtk

Computer Vision Toolkit

  • Versions: 42
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 57 Last month
Rankings
Dependent packages count: 10.1%
Dependent repos count: 21.5%
Average: 24.0%
Downloads: 26.4%
Forks count: 29.8%
Stargazers count: 31.9%
Maintainers (1)
bitdessin
Last synced: 10 months ago

Dependencies

.github/workflows/upload_pypi_package.yaml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
  • pypa/gh-action-pypi-publish release/v1 composite
setup.py pypi
pyproject.toml pypi
  • Pillow *
  • numpy *