CoralNet-Toolbox

Tools for panoptic segmentation and developing machine learning models for benthic imagery.
https://github.com/jordan-pierce/coralnet-toolbox

Category: Biosphere
Sub Category: Marine Life and Fishery

Keywords

coral coral-reefs coralnet cpc image-annotation image-classification instance-segmentation machine-learning object-detection panoptic-segmentation

Last synced: about 13 hours ago
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Repository metadata

Tools for panoptic segmentation and developing machine learning models for benthic imagery


Owner metadata


GitHub Events

Total
Last Year

Committers metadata

Last synced: 5 days ago

Total Commits: 2,706
Total Committers: 4
Avg Commits per committer: 676.5
Development Distribution Score (DDS): 0.024

Commits in past year: 1,231
Committers in past year: 4
Avg Commits per committer in past year: 307.75
Development Distribution Score (DDS) in past year: 0.054

Name Email Commits
Jordan Pierce 1****e 2640
repo-visualizer r****r 55
Keenan Johnson k****n@g****m 10
Jeff-Coogan-NOAA j****n@n****v 1

Committer domains:


Issue and Pull Request metadata

Last synced: 5 days ago

Total issues: 36
Total pull requests: 245
Average time to close issues: 18 days
Average time to close pull requests: about 5 hours
Total issue authors: 13
Total pull request authors: 5
Average comments per issue: 5.28
Average comments per pull request: 0.1
Merged pull request: 206
Bot issues: 0
Bot pull requests: 1

Past year issues: 12
Past year pull requests: 77
Past year average time to close issues: 8 days
Past year average time to close pull requests: about 1 hour
Past year issue authors: 6
Past year pull request authors: 4
Past year average comments per issue: 6.25
Past year average comments per pull request: 0.19
Past year merged pull request: 59
Past year bot issues: 0
Past year bot pull requests: 1

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/jordan-pierce/coralnet-toolbox

Top Issue Authors

  • m-h-williams (7)
  • Jordan-Pierce (7)
  • nnatalieyn (5)
  • guamashton (4)
  • Chris-Cooney (3)
  • reidtosa (2)
  • jjherlan (2)
  • JCHAREND (1)
  • FloCoba (1)
  • esme3093 (1)
  • zhrandell (1)
  • tobydickson (1)
  • nmscott00 (1)

Top Pull Request Authors

  • Jordan-Pierce (241)
  • Jeff-Coogan-NOAA (1)
  • guamashton (1)
  • keenanjohnson (1)
  • dependabot[bot] (1)

Top Issue Labels

  • bug (13)
  • enhancement (9)
  • question (5)
  • good first issue (4)
  • help wanted (2)
  • invalid (1)
  • documentation (1)

Top Pull Request Labels

  • enhancement (64)
  • bug (15)
  • documentation (6)
  • python:uv (1)
  • dependencies (1)

Package metadata

pypi.org: coralnet-toolbox

Tools for annotating and developing ML models for benthic imagery

  • Homepage: https://github.com/Jordan-Pierce/CoralNet-Toolbox
  • Documentation: https://coralnet-toolbox.readthedocs.io/
  • Licenses: MIT License
  • Latest release: 0.0.105 (published 4 months ago)
  • Last Synced: 2026-06-03T09:12:38.635Z (5 days ago)
  • Versions: 105
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 882 Last month
  • Rankings:
    • Dependent packages count: 9.935%
    • Average: 32.929%
    • Dependent repos count: 55.923%
  • Maintainers (1)

Score: 12.120863280305278