PyPI Stats
sign-language-translator

sign-language-translator

Python library & framework to build custom translators for the hearing-impaired and translate between Sign Language & Text using Artificial Intelligence.
PyPI GitHub
Downloads
Day
199
Week
344
Month
967
Stars
349
Forks
71
Issues
7
Version
0.8.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
30
Popularity
54
Adoption
29
Community
30
How the maintenance status was determined
Last commit
590 days ago
Monthly downloads
967
Active
Activity within 30 days
Stable
Activity within 31-180 days
• Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
967
Stars
349
Stars per 1k downloads
360.91
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
• Unknown
Fewer than 1,000 monthly downloads, or no star data
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
49
Month daily avg
32
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
<3.13,>=3.8
Cutting Edge
Minimum supported version is 3.12 or newer
Modern
Minimum supported version is 3.9, 3.10, or 3.11
• Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Apache-2.0
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
590 days ago
Total releases
14
Releases/year
5.0
Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
• Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
1
Monthly downloads
967
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
42
 
Issue Burden
20.1
per 1k stars
Discussions
14.3
per 1k stars
Fork Ratio
1.4%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Windows 8
Linux 4

Python Versions

3.10
50.0% 6
3.12
50.0% 6

Top Countries

1. IN IN
6
2. US US
4
3. NL NL
2
4. CA CA
1

Dependencies

7
6 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache-2.0
First Release
July 11, 2023
Last Release
1 year ago
Last Commit
1 year ago
Latest Version
0.8.1
Total Releases
14
Contributors
1
Open PRs
2
Archived
No
Author
Mudassar Iqbal
Python Versions
3 3.8 3.9 3.10 3.11
Wheels
py3
Keywords
sign-language sign-language-translation nlp computer-vision deep-learning ai translation translator sign-language-translator rule-based
Topics
deep-learning language-models motion-transfer nlp pose-estimation sign-language sign-language-translation sign-to-text text-to-sign computer-vision rule-based-nlp translation machine-learning python artificial-intelligence pytorch encoder-decoder attention-mechanism transformers sign-language-recognition
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links