Augmentor

augmentation deep-learning machine-learning neural-networks

Score: 20.78857954005279

Last synced: about 11 hours ago
JSON representation

Repository metadata:

Image augmentation library in Python for machine learning.

Host: GitHub
URL: https://github.com/mdbloice/Augmentor
Owner: mdbloice
License: mit
Created: 2016-03-01T18:29:55.000Z (almost 10 years ago)
Default Branch: master
Last Pushed: 2024-03-21T14:27:34.000Z (almost 2 years ago)
Last Synced: 2026-01-27T22:28:16.942Z (9 days ago)
Topics: augmentation, deep-learning, machine-learning, neural-networks
Language: Python
Homepage: https://augmentor.readthedocs.io/en/stable
Size: 1.51 MB
Stars: 5,148
Watchers: 119
Forks: 875
Open Issues: 140
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.md

Owner metadata:

Name: Marcus D. Bloice
Login: mdbloice
Email:
Kind: user
Description: Medical Imaging, Machine Learning
Website: https://imi.medunigraz.at
Location: Graz, Austria
Twitter:
Company: Medical University Graz
Icon url: https://avatars.githubusercontent.com/u/16042756?u=347d29191756684ea682d61cdddc3f87ea2a096d&v=4
Repositories: 3
Last Synced at: 2023-03-05T01:33:58.620Z
Profile URL: https://github.com/mdbloice

GitHub Events

Total

Fork event: 11
Issue comment event: 1
Issues event: 3
Pull request event: 1
Watch event: 93
Total: 109

Last Year

Fork event: 10
Issue comment event: 1
Issues event: 2
Watch event: 57
Total: 70

Committers metadata

Last synced: 1 day ago

Total Commits: 506
Total Committers: 23
Avg Commits per committer: 22.0
Development Distribution Score (DDS): 0.083

Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0

Name	Email	Commits
Marcus Bloice	m**e@m**t	464
Lukas Radacher	l**r@g**m	6
Johannes Lüftenegger	j**r@s**t	5
Kevin Mader	k**r@4**m	5
June Oh	m**e@j**m	4
YananJian	j**n@g**m	3
DeanZhang	d**l@g**m	2
Eddie S	e**e@v**m	2
Jacob Silterra	g**b@j**m	1
Ruslan Israfilov	r**v@i**m	1
Tobias Ollmann	t**s@h**t	1
Amartya R. Saikia	a**a@g**m	1
Christof Stocker	c**r@h**g	1
Dmitrii Pukhov	p**n@y**u	1
Jurriaan Barkey Wolf	j**f@g**m	1
Lewis	l**s@d**o	1
Martin Drawitsch	m**h@g**m	1
Martin Gauthier	g**6@g**m	1
Paul Angerer	p**r@g**t	1
Simona Jokubauskaite	s**e@g**m	1
Vendula Svendova	s**a@g**m	1
aniket sharma	a**s@g**m	1
daisukelab	n**e@g**m	1

Issue and Pull Request metadata

Last synced: 3 months ago

Total issues: 91
Total pull requests: 18
Average time to close issues: about 1 month
Average time to close pull requests: 9 months
Total issue authors: 84
Total pull request authors: 16
Average comments per issue: 2.09
Average comments per pull request: 1.17
Merged pull request: 3
Bot issues: 0
Bot pull requests: 0

Past year issues: 2
Past year pull requests: 1
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 2
Past year pull request authors: 1
Past year average comments per issue: 0.0
Past year average comments per pull request: 0.0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/mdbloice/Augmentor

Top Issue Authors

ccl-private (4)
Mahi-Mai (2)
MasIgor (2)
eemberda (2)
rstml (2)
cemtorun (1)
puhoshville (1)
gmonkman (1)
NithyaMogane-TomTom (1)
ajaykmr2292 (1)
Salehoof (1)
weiminson (1)
monkeycc (1)
Abhishaike (1)
zhaoxin111 (1)

Top Pull Request Authors

romain-xu-darme (2)
puhoshville (2)
Ares-Liang (1)
gachiemchiep (1)
claydugo (1)
rstml (1)
PyDR-Tool (1)
Smellly (1)
sizhky (1)
boykovdn (1)
trianxy (1)
itstechaj (1)
jjhbw (1)
LeninGF (1)
JasonnnW3000 (1)

Top Issue Labels

enhancement (6)
bug (2)

Top Pull Request Labels

Package metadata

Total packages: 15
Total downloads:
- pypi: 8,748 last-month
Total docker downloads: 10
Total dependent packages: 0 (may contain duplicates)
Total dependent repositories: 16 (may contain duplicates)
Total versions: 41
Total maintainers: 2

alpine-v3.18: py3-augmentor

Image augmentation library in Python for machine learning

Homepage: https://github.com/mdbloice/Augmentor
Licenses: MIT
Latest release: 0.2.12-r1 (published almost 3 years ago)
Last Synced: 2026-02-03T16:23:25.062Z (2 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 1.315%
- Forks count: 2.145%
- Stargazers count: 3.117%
Maintainers (1)
- iztok@iztok-jr-fister.eu

alpine-v3.18: py3-augmentor-pyc

Precompiled Python bytecode for py3-augmentor

Homepage: https://github.com/mdbloice/Augmentor
Licenses: MIT
Latest release: 0.2.12-r1 (published almost 3 years ago)
Last Synced: 2026-02-02T23:21:38.352Z (3 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 1.315%
- Forks count: 2.145%
- Stargazers count: 3.117%
Maintainers (1)
- iztok@iztok-jr-fister.eu

pypi.org: augmentor

Image augmentation library for Machine Learning

Homepage: https://github.com/mdbloice/Augmentor
Documentation: https://augmentor.readthedocs.io/
Licenses: MIT
Latest release: 0.2.12 (published almost 3 years ago)
Last Synced: 2026-02-01T13:30:43.560Z (4 days ago)
Versions: 23
Dependent Packages: 0
Dependent Repositories: 16
Downloads: 8,748 Last month
Docker Downloads: 10
Rankings:
- Stargazers count: 0.429%
- Forks count: 1.457%
- Downloads: 2.734%
- Dependent repos count: 3.613%
- Average: 3.731%
- Docker downloads count: 4.044%
- Dependent packages count: 10.108%
Maintainers (1)
- mdbloice

alpine-edge: py3-augmentor-pyc

Precompiled Python bytecode for py3-augmentor

Homepage: https://github.com/mdbloice/Augmentor
Licenses: MIT
Latest release: 0.2.12-r2 (published almost 2 years ago)
Last Synced: 2026-02-01T13:31:36.836Z (4 days ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Stargazers count: 3.202%
- Forks count: 3.399%
- Average: 5.184%
- Dependent packages count: 14.133%
Maintainers (1)
- iztok@iztok-jr-fister.eu

alpine-edge: py3-augmentor

Image augmentation library in Python for machine learning

Homepage: https://github.com/mdbloice/Augmentor
Licenses: MIT
Latest release: 0.2.12-r2 (published almost 2 years ago)
Last Synced: 2026-02-01T13:31:30.065Z (4 days ago)
Versions: 4
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Average: 7.312%
- Dependent packages count: 14.623%
Maintainers (1)
- iztok@iztok-jr-fister.eu

alpine-v3.22: py3-augmentor

Image augmentation library in Python for machine learning

Homepage: https://github.com/mdbloice/Augmentor
Licenses: MIT
Latest release: 0.2.12-r2 (published almost 2 years ago)
Last Synced: 2026-02-01T13:31:16.746Z (4 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- iztok@iztok-jr-fister.eu

alpine-v3.19: py3-augmentor-pyc

Precompiled Python bytecode for py3-augmentor

Homepage: https://github.com/mdbloice/Augmentor
Licenses: MIT
Latest release: 0.2.12-r1 (published over 2 years ago)
Last Synced: 2026-02-01T13:31:09.965Z (4 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- iztok@iztok-jr-fister.eu

alpine-v3.22: py3-augmentor-pyc

Precompiled Python bytecode for py3-augmentor

Homepage: https://github.com/mdbloice/Augmentor
Licenses: MIT
Latest release: 0.2.12-r2 (published almost 2 years ago)
Last Synced: 2026-02-01T13:31:06.171Z (4 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- iztok@iztok-jr-fister.eu

alpine-v3.23: py3-augmentor-pyc

Precompiled Python bytecode for py3-augmentor

Homepage: https://github.com/mdbloice/Augmentor
Licenses: MIT
Latest release: 0.2.12-r2 (published almost 2 years ago)
Last Synced: 2026-02-03T14:46:26.551Z (2 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

alpine-v3.23: py3-augmentor

Image augmentation library in Python for machine learning

Homepage: https://github.com/mdbloice/Augmentor
Licenses: MIT
Latest release: 0.2.12-r2 (published almost 2 years ago)
Last Synced: 2026-02-03T14:46:26.499Z (2 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

alpine-v3.19: py3-augmentor

Image augmentation library in Python for machine learning

Homepage: https://github.com/mdbloice/Augmentor
Licenses: MIT
Latest release: 0.2.12-r1 (published over 2 years ago)
Last Synced: 2026-02-01T13:31:12.178Z (4 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- iztok@iztok-jr-fister.eu

alpine-v3.20: py3-augmentor-pyc

Precompiled Python bytecode for py3-augmentor

Homepage: https://github.com/mdbloice/Augmentor
Licenses: MIT
Latest release: 0.2.12-r2 (published almost 2 years ago)
Last Synced: 2026-02-01T13:31:21.185Z (4 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- iztok@iztok-jr-fister.eu

alpine-v3.21: py3-augmentor

Image augmentation library in Python for machine learning

Homepage: https://github.com/mdbloice/Augmentor
Licenses: MIT
Latest release: 0.2.12-r2 (published almost 2 years ago)
Last Synced: 2026-02-01T13:31:10.513Z (4 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- iztok@iztok-jr-fister.eu

alpine-v3.21: py3-augmentor-pyc

Precompiled Python bytecode for py3-augmentor

Homepage: https://github.com/mdbloice/Augmentor
Licenses: MIT
Latest release: 0.2.12-r2 (published almost 2 years ago)
Last Synced: 2026-02-01T13:31:19.085Z (4 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- iztok@iztok-jr-fister.eu

alpine-v3.20: py3-augmentor

Image augmentation library in Python for machine learning

Homepage: https://github.com/mdbloice/Augmentor
Licenses: MIT
Latest release: 0.2.12-r2 (published almost 2 years ago)
Last Synced: 2026-02-01T13:31:13.597Z (4 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- iztok@iztok-jr-fister.eu

Dependencies

.github/workflows/PyPI.yml actions

actions/setup-python v2 composite

.github/workflows/package-tests.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite

binder/environment.yml pypi

keras ==2.1.3

requirements-dev.txt pypi

Pillow * development
numpy * development
pytest * development
tqdm * development

requirements.txt pypi

Pillow *
numpy *
tqdm *

setup.py pypi

Pillow >=5.2.0
future >=0.16.0
futures >=3.2.0
numpy >=1.11.0
tqdm >=4.9.0

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Summary

JOSS: https://github.com/mdbloice/Augmentor

Repository metadata:

Owner metadata:

GitHub Events

Total

Last Year

Committers metadata

Issue and Pull Request metadata

Top Issue Authors

Top Pull Request Authors

Top Issue Labels

Top Pull Request Labels

Package metadata

alpine-v3.18: py3-augmentor

alpine-v3.18: py3-augmentor-pyc

pypi.org: augmentor

alpine-edge: py3-augmentor-pyc

alpine-edge: py3-augmentor

alpine-v3.22: py3-augmentor

alpine-v3.19: py3-augmentor-pyc

alpine-v3.22: py3-augmentor-pyc

alpine-v3.23: py3-augmentor-pyc

alpine-v3.23: py3-augmentor

alpine-v3.19: py3-augmentor

alpine-v3.20: py3-augmentor-pyc

alpine-v3.21: py3-augmentor

alpine-v3.21: py3-augmentor-pyc

alpine-v3.20: py3-augmentor

Dependencies