Open Sustainable Technology
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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.
- Host: GitHub
- URL: https://github.com/ocean-data-factory-sweden/kso
- Owner: ocean-data-factory-sweden
- License: gpl-3.0
- Created: 2021-07-01T14:47:48.000Z (over 2 years ago)
- Default Branch: dev
- Last Pushed: 2023-09-22T19:19:37.000Z (2 months ago)
- Last Synced: 2023-09-23T06:27:42.653Z (2 months ago)
- Topics: citizen-science, deep-learning, marine-protected-areas, object-detection
- Language: Python
- Homepage:
- Size: 3.1 MB
- Stars: 3
- Watchers: 4
- Forks: 7
- Open Issues: 35
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
-
Funding:
- Github: glenn-jocher
- Patreon: ultralytics
- Open collective: ultralytics
Owner metadata
- Name: Ocean Data Factory Sweden
- Login: ocean-data-factory-sweden
- Email: [email protected]
- Kind: organization
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/54248548?v=4
- Repositories: 4
- Last ynced at: 2023-03-03T19:53:11.188Z
- Profile URL: https://github.com/ocean-data-factory-sweden
GitHub Events
Total
- Create event: 32
- Release event: 2
- Issues event: 91
- Watch event: 2
- Delete event: 32
- Member event: 1
- Issue comment event: 110
- Push event: 459
- Pull request review comment event: 15
- Pull request review event: 30
- Pull request event: 65
Last Year
- Create event: 32
- Release event: 2
- Issues event: 91
- Watch event: 2
- Delete event: 32
- Member event: 1
- Issue comment event: 110
- Push event: 459
- Pull request review comment event: 15
- Pull request review event: 30
- Pull request event: 65
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 | 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:
- hotmail.es: 1
- alvis1.int.private: 1
- kpnplanet.nl: 1
- wildlife.ai: 1
- combine.se: 1
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
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
- actions/checkout v3 composite
- psf/black stable composite
- nvcr.io/nvidia/pytorch 21.05-py3 build
- 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 *
- actions/checkout v3 composite
- docker/login-action v2 composite
- tj-actions/changed-files v37 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- torch *
- torchaudio *
- torchvision *
- 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