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mira

Tooling for simple object detection projects

https://github.com/faustomorales/mira

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
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (6.8%) to scientific vocabulary

Keywords

machine-learning object-detection
Last synced: 6 months ago · JSON representation

Repository

Tooling for simple object detection projects

Basic Info
  • Host: GitHub
  • Owner: faustomorales
  • License: mit
  • Language: Python
  • Default Branch: master
  • Homepage:
  • Size: 8.63 MB
Statistics
  • Stars: 6
  • Watchers: 3
  • Forks: 0
  • Open Issues: 7
  • Releases: 1
Topics
machine-learning object-detection
Created about 7 years ago · Last pushed 6 months ago
Metadata Files
Readme License

README.md

mira CI Status Documentation Status

mira provides tooling for simple object detection projects. The package spans three areas of focus.

  • Core object detection abstractions for images and annotations
  • Access to datasets from common formats (e.g., VOC, COCO) and image sets (e.g., VOC 2012)
  • A common API to for well-known models (e.g., RetinaNet and FasterRCNN)

Check out the docs.

Installation

shell pip install mira

Owner

  • Name: Fausto Morales
  • Login: faustomorales
  • Kind: user
  • Location: Houston, TX

GitHub Events

Total
  • Push event: 5
  • Create event: 2
Last Year
  • Push event: 5
  • Create event: 2

Committers

Last synced: 8 months ago

All Time
  • Total Commits: 225
  • Total Committers: 1
  • Avg Commits per committer: 225.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Fausto Morales f****o@r****m 225
Committer Domains (Top 20 + Academic)
robinbay.com: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 0
  • Total pull requests: 15
  • Average time to close issues: N/A
  • Average time to close pull requests: 6 days
  • Total issue authors: 0
  • Total pull request authors: 2
  • Average comments per issue: 0
  • Average comments per pull request: 0.07
  • Merged pull requests: 7
  • Bot issues: 0
  • Bot pull requests: 8
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
Pull Request Authors
  • dependabot[bot] (8)
  • faustomorales (7)
Top Labels
Issue Labels
Pull Request Labels
dependencies (8)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 1,154 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 124
  • Total maintainers: 1
pypi.org: mira

A package for simplifying object detection

  • Versions: 124
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 1,154 Last month
Rankings
Downloads: 8.1%
Dependent packages count: 10.0%
Stargazers count: 20.3%
Average: 27.1%
Forks count: 29.8%
Dependent repos count: 67.6%
Maintainers (1)
faustomorales
Last synced: 6 months ago

Dependencies

docs/requirements.txt pypi
  • albumentations *
  • efficientnet_pytorch *
  • ftfy *
  • m2r2 ==0.2.7
  • mistune <2
  • opencv-contrib-python-headless *
  • pretrainedmodels *
  • regex *
  • sphinx ==3.5.4
  • sphinx-autobuild ==2021.3.14
  • sphinx-autodoc-typehints ==1.12.0
  • sphinx_rtd_theme ==0.5.2
  • sphinxcontrib-mermaid *
  • timm *
  • torch *
  • torchvision *
  • tqdm *
poetry.lock pypi
  • 139 dependencies
pyproject.toml pypi
  • black * develop
  • coverage * develop
  • jupyterlab * develop
  • mypy * develop
  • opencv-python-headless * develop
  • pylint * develop
  • pytest * develop
  • pytest-cov * develop
  • qsl * develop
  • scipy * develop
  • torch * develop
  • torch-model-archiver * develop
  • torchserve * develop
  • types-pkg-resources * develop
  • types-requests ^2.27.30 develop
  • types-six * develop
  • efficientnet_pytorch *
  • ftfy *
  • matplotlib *
  • numpy *
  • pandas *
  • pretrainedmodels *
  • protobuf *
  • python >=3.7.9,<3.11
  • regex *
  • scikit-image *
  • timm *
  • tqdm *
  • validators *
.github/workflows/ci.yaml actions
  • actions/cache v2 composite
  • actions/checkout v2 composite
  • actions/setup-python v2 composite