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KSO

The Koster Seafloor Observatory is an open-source, citizen science and machine learning approach to analyse subsea movies.
https://github.com/ocean-data-factory-sweden/kso

citizen-science deep-learning marine-protected-areas object-detection

Last synced: 4 days ago
JSON representation

Repository metadata

Notebooks to upload/download marine footage, connect to a citizen science project, train machine learning models and publish marine biological observations.


Owner metadata


GitHub Events

Total
Last Year

Committers metadata

Last synced: 4 days ago

Total Commits: 390
Total Committers: 9
Avg Commits per committer: 43.333
Development Distribution Score (DDS): 0.2

Commits in past year: 259
Committers in past year: 9
Avg Commits per committer in past year: 28.778
Development Distribution Score (DDS) in past year: 0.216

Name Email Commits
Jurie Germishuys j****s@c****e 312
Victor Anton v****r@w****i 21
Victor 5****e 21
Diewertje11 4****1 13
Diewertje11 d****e@k****l 12
Jannes 3****g 6
Jurie Germishuys j****g@a****e 2
PilarNavarro p****r@h****s 2
dependabot[bot] 4****] 1

Committer domains:


Issue and Pull Request metadata

Last synced: 5 days ago

Total issues: 88
Total pull requests: 83
Average time to close issues: 30 days
Average time to close pull requests: 7 days
Total issue authors: 6
Total pull request authors: 5
Average comments per issue: 1.31
Average comments per pull request: 1.73
Merged pull request: 41
Bot issues: 0
Bot pull requests: 26

Past year issues: 88
Past year pull requests: 83
Past year average time to close issues: 30 days
Past year average time to close pull requests: 7 days
Past year issue authors: 6
Past year pull request authors: 5
Past year average comments per issue: 1.31
Past year average comments per pull request: 1.73
Past year merged pull request: 41
Past year bot issues: 0
Past year bot pull requests: 26

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/ocean-data-factory-sweden/kso

Top Issue Authors

  • Bergylta (25)
  • jannesgg (25)
  • victor-wildlife (22)
  • Diewertje11 (14)
  • ShrimpFather7 (1)
  • XhD98 (1)

Top Pull Request Authors

  • dependabot[bot] (26)
  • victor-wildlife (24)
  • Diewertje11 (20)
  • jannesgg (9)
  • pilarnavarro (4)

Top Issue Labels

  • bug (30)
  • enhancement (23)
  • good first issue (10)
  • help wanted (1)
  • documentation (1)
  • question (1)
  • dependencies (1)

Top Pull Request Labels


Dependencies

.github/workflows/linting.yml actions
  • actions/checkout v3 composite
  • psf/black stable composite
Dockerfile docker
  • nvcr.io/nvidia/pytorch 21.05-py3 build
requirements.txt pypi
  • PIMS ==0.6.1
  • PyYAML >=5.3.1
  • av ==8.1.0
  • boto3 ==1.26.64
  • dataclass-csv ==1.4.0
  • easydict ==1.9.0
  • fastapi ==0.73.0
  • ffmpeg-python ==0.2.0
  • gdown ==3.13.0
  • imagesize ==1.4.1
  • ipyfilechooser ==0.4.4
  • itables ==0.3.0
  • jupyter ==1.0.0
  • jupyter_bbox_widget ==0.5.0
  • matplotlib >=3.2.2
  • moviepy ==1.0.3
  • natsort ==8.1.0
  • numpy >=1.18.5
  • opencv-contrib-python *
  • opencv-python ==4.6.0.66
  • opencv-python-headless *
  • openpyxl ==3.1.0
  • pandas ==1.1.4
  • panoptes-client ==1.5.0
  • protobuf ==3.15.8
  • pyopenssl >=23
  • python-magic ==0.4.24
  • python-multipart ==0.0.5
  • scipy >=1.4.1
  • scp ==0.14.1
  • seaborn >=0.11.0
  • split-folders ==0.5.1
  • tensorboard >=2.4.1
  • thop *
  • tqdm >=4.41.0
  • uvicorn ==0.17.2
  • wandb *
.github/workflows/build-and-test-container.yml actions
  • actions/checkout v3 composite
  • docker/login-action v2 composite
  • tj-actions/changed-files v37 composite
.github/workflows/detect-unused-code.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
gpu_requirements_user.txt pypi
  • torch *
  • torchaudio *
  • torchvision *
pyproject.toml pypi
  • boto3 1.26.64
  • csv-diff ^1.1
  • dataclass-csv 1.4.0
  • ffmpeg 1.4
  • ffmpeg-python 0.2.0
  • folium 0.12.1
  • ftfy 6.1.1
  • gdown 4.6.4
  • imagesize 1.4.1
  • ipyfilechooser 0.4.4
  • ipysheet 0.4.4
  • ipython 8.11.0
  • ipywidgets 7.7.2
  • jupyter-bbox-widget 0.5.0
  • natsort 8.1.0
  • opencv-python 4.5.4.60
  • pandas 1.5.3
  • panoptes-client 1.6.0
  • pillow 9.4.0
  • pims 0.6.1
  • python ^3.8
  • pyyaml 6.0
  • requests 2.28.2
  • scikit-learn 1.2.2
  • scp 0.14.1
  • split-folders 0.5.1
  • torch 1.8.0
  • tqdm 4.64.1
  • wandb 0.13.2

Score: 5.834810737062606