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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	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