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kelp-o-matic

Segmentation Tools for Remotely Sensed RPAS Imagery

https://github.com/hakaiinstitute/kelp-o-matic

Science Score: 54.0%

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

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (6.0%) to scientific vocabulary

Keywords

deep-learning image-segmentation kelp segmentation semantic-segmentation

Keywords from Contributors

interactive ecosystem-modeling mesh interpretability profiles distribution sequences generic projection standardization
Last synced: 6 months ago · JSON representation ·

Repository

Segmentation Tools for Remotely Sensed RPAS Imagery

Basic Info
Statistics
  • Stars: 17
  • Watchers: 4
  • Forks: 2
  • Open Issues: 1
  • Releases: 24
Topics
deep-learning image-segmentation kelp segmentation semantic-segmentation
Created almost 4 years ago · Last pushed 6 months ago
Metadata Files
Readme License Citation Codeowners

README.md

🧪 Test License Version PyPI - Version DOI

Kelp-O-Matic

Kelp Segmentation Tools for Aerial Imagery

☞ Read the Docs ☜

Owner

  • Name: Hakai Institute
  • Login: HakaiInstitute
  • Kind: organization
  • Location: British Columbia, Canada

The Hakai Institute is a scientific research institution that advances long-term research at remote locations on the coastal margin of British Columbia, Canada.

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: Denouden
  given-names: Taylor
  orcid: https://orcid.org/0000-0003-0457-1022
- family-names: Reshitnyk
  given-names: Luba
  orcid: https://orcid.org/0000-0003-0282-724X
title: Kelp-O-Matic
doi: 10.5281/zenodo.7672166
url: https://github.com/HakaiInstitute/kelp-o-matic

GitHub Events

Total
  • Create event: 31
  • Release event: 4
  • Issues event: 5
  • Watch event: 3
  • Delete event: 19
  • Push event: 113
  • Pull request review event: 2
  • Pull request event: 28
Last Year
  • Create event: 31
  • Release event: 4
  • Issues event: 5
  • Watch event: 3
  • Delete event: 19
  • Push event: 113
  • Pull request review event: 2
  • Pull request event: 28

Committers

Last synced: about 2 years ago

All Time
  • Total Commits: 361
  • Total Committers: 5
  • Avg Commits per committer: 72.2
  • Development Distribution Score (DDS): 0.114
Past Year
  • Commits: 252
  • Committers: 5
  • Avg Commits per committer: 50.4
  • Development Distribution Score (DDS): 0.107
Top Committers
Name Email Commits
Taylor Denouden t****n@g****m 320
Taylor Denouden t****n@h****g 15
Taylor Denouden t****n 15
dependabot[bot] 4****] 8
lreshitnyk 6****k 3
Committer Domains (Top 20 + Academic)
hakai.org: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 21
  • Total pull requests: 160
  • Average time to close issues: 2 months
  • Average time to close pull requests: 11 days
  • Total issue authors: 4
  • Total pull request authors: 3
  • Average comments per issue: 0.81
  • Average comments per pull request: 0.16
  • Merged pull requests: 137
  • Bot issues: 0
  • Bot pull requests: 19
Past Year
  • Issues: 2
  • Pull requests: 31
  • Average time to close issues: about 5 hours
  • Average time to close pull requests: 9 days
  • Issue authors: 1
  • Pull request authors: 2
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 26
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • tayden (18)
  • Latseen (1)
  • SageVisions (1)
  • noahkaefer (1)
Pull Request Authors
  • tayden (139)
  • dependabot[bot] (19)
  • willhakai (2)
Top Labels
Issue Labels
enhancement (4) documentation (2) bug (1)
Pull Request Labels
dependencies (19) enhancement (10) autorebase:opt-in (5) bug (2) documentation (1)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 631 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 32
  • Total maintainers: 2
pypi.org: kelp-o-matic

Hakai Segment Tool for GeoTiff RPAS Imagery

  • Versions: 32
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 631 Last month
Rankings
Dependent packages count: 6.6%
Downloads: 15.6%
Average: 19.1%
Stargazers count: 19.5%
Forks count: 23.2%
Dependent repos count: 30.6%
Maintainers (2)
hakai tayden
Last synced: 6 months ago

Dependencies

.github/workflows/_conda-build.yml actions
  • actions/checkout v3 composite
  • conda-incubator/setup-miniconda v2 composite
.github/workflows/autorebase.yml actions
  • Label305/AutoRebase v0.1 composite
.github/workflows/build-test.yml actions
.github/workflows/codeql-analysis.yml actions
  • actions/checkout v3 composite
  • github/codeql-action/analyze v1 composite
  • github/codeql-action/autobuild v1 composite
  • github/codeql-action/init v1 composite
.github/workflows/conda-publish.yml actions
.github/workflows/lint.yaml actions
  • actions/checkout v3 composite
  • chartboost/ruff-action v1 composite
.github/workflows/pypi-publish.yml actions
  • abatilo/actions-poetry v2 composite
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/test.yml actions
  • abatilo/actions-poetry v2 composite
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
docs/requirements.txt pypi
  • mkdocs-material ==9.5.2
  • mkdocstrings-python *
pyproject.toml pypi
  • numpy >=1.24.2
  • packaging ~=24.1
  • rasterio >=1.3.7,<2
  • rich >=13.5,<14
  • torch >=2.1.0,<3
  • torchvision >=0.16.1
  • typer >=0.9.0
uv.lock pypi
  • affine 2.4.0
  • attrs 25.1.0
  • babel 2.16.0
  • certifi 2024.12.14
  • cfgv 3.4.0
  • charset-normalizer 3.4.1
  • click 8.1.8
  • click-plugins 1.1.1
  • cligj 0.7.2
  • colorama 0.4.6
  • distlib 0.3.9
  • exceptiongroup 1.2.2
  • filelock 3.17.0
  • fsspec 2024.12.0
  • ghp-import 2.1.0
  • griffe 1.5.6
  • identify 2.6.6
  • idna 3.10
  • iniconfig 2.0.0
  • jinja2 3.1.5
  • kelp-o-matic *
  • markdown 3.7
  • markdown-it-py 3.0.0
  • markupsafe 3.0.2
  • mdurl 0.1.2
  • mergedeep 1.3.4
  • mkdocs 1.6.1
  • mkdocs-autorefs 1.3.0
  • mkdocs-get-deps 0.2.0
  • mkdocs-material 9.5.50
  • mkdocs-material-extensions 1.3.1
  • mkdocstrings 0.27.0
  • mkdocstrings-python 1.13.0
  • mpmath 1.3.0
  • networkx 3.4.2
  • nodeenv 1.9.1
  • numpy 2.2.2
  • nvidia-cublas-cu12 12.4.5.8
  • nvidia-cuda-cupti-cu12 12.4.127
  • nvidia-cuda-nvrtc-cu12 12.4.127
  • nvidia-cuda-runtime-cu12 12.4.127
  • nvidia-cudnn-cu12 9.1.0.70
  • nvidia-cufft-cu12 11.2.1.3
  • nvidia-curand-cu12 10.3.5.147
  • nvidia-cusolver-cu12 11.6.1.9
  • nvidia-cusparse-cu12 12.3.1.170
  • nvidia-cusparselt-cu12 0.6.2
  • nvidia-nccl-cu12 2.21.5
  • nvidia-nvjitlink-cu12 12.4.127
  • nvidia-nvtx-cu12 12.4.127
  • packaging 24.2
  • paginate 0.5.7
  • pathspec 0.12.1
  • pillow 11.1.0
  • platformdirs 4.3.6
  • pluggy 1.5.0
  • pre-commit 4.1.0
  • pygments 2.19.1
  • pymdown-extensions 10.14.2
  • pyparsing 3.2.1
  • pytest 8.3.4
  • python-dateutil 2.9.0.post0
  • pyyaml 6.0.2
  • pyyaml-env-tag 0.1
  • rasterio 1.4.3
  • regex 2024.11.6
  • requests 2.32.3
  • rich 13.9.4
  • ruff 0.9.4
  • setuptools 75.8.0
  • shellingham 1.5.4
  • six 1.17.0
  • sympy 1.13.1
  • tomli 2.2.1
  • torch 2.6.0
  • torchvision 0.21.0
  • triton 3.2.0
  • typer 0.15.1
  • typing-extensions 4.12.2
  • urllib3 2.3.0
  • virtualenv 20.29.1
  • watchdog 6.0.0