dynaface
Dynaface is both a computer application and Python library to measure facial symmetry utilizing advanced AI for both symmetric and asymmetric faces.
Science Score: 54.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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✓Academic publication links
Links to: arxiv.org -
○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (5.9%) to scientific vocabulary
Repository
Dynaface is both a computer application and Python library to measure facial symmetry utilizing advanced AI for both symmetric and asymmetric faces.
Basic Info
Statistics
- Stars: 8
- Watchers: 1
- Forks: 1
- Open Issues: 0
- Releases: 3
Metadata Files
README.md
Dynaface
Dynaface is a computer application and Python library that measures facial symmetry. It utilizes advanced AI for both symmetric and asymmetric faces. AI allows Dynaface to locate 97 facial landmarks automatically to conduct a variety of measures on still images and videos. Researchers can export all data from pictures and videos to CSV/Excel format for further analysis.
Helpful Links
Artificial Intelligence References
Schroff, F., Kalenichenko, D., & Philbin, J. (2015). Facenet: A unified embedding for face recognition and clustering. In Proceedings of the IEEE conference on computer vision and pattern recognition (pp. 815-823).
Prados-Torreblanca, Andrés, José M. Buenaposada, and Luis Baumela. "Shape preserving facial landmarks with graph attention networks." arXiv preprint arXiv:2210.07233 (2022).
Wu, Wayne, et al. "Look at boundary: A boundary-aware face alignment algorithm." Proceedings of the IEEE conference on computer vision and pattern recognition. 2018.
License
This application and Python library are licensed under the Apache License Version 2.0.
Owner
- Name: Jeff Heaton
- Login: jeffheaton
- Kind: user
- Location: St. Louis, MO, USA
- Company: Reinsurance Group of America (@rgare)
- Website: https://www.youtube.com/user/HeatonResearch
- Twitter: jeffheaton
- Repositories: 65
- Profile: https://github.com/jeffheaton
Computer scientist that specializes in data science and artificial intelligence. VP AI Innovation at RGA, Adjunct faculty at WashU.
Citation (CITATION.bib)
@misc{heaton2025dynaface,
author = {Heaton, Jeffrey and Renne, Angela and Boahene, Kofi},
title = {Dynaface: A deep learning-based system for facial symmetry analysis},
year = {2025},
publisher = {GitHub},
url = {https://github.com/jeffheaton/dynaface},
note = {Accessed February 18, 2025}
}
GitHub Events
Total
- Create event: 3
- Issues event: 2
- Release event: 1
- Watch event: 9
- Delete event: 2
- Issue comment event: 1
- Member event: 1
- Push event: 250
- Public event: 1
- Pull request event: 4
- Fork event: 1
Last Year
- Create event: 3
- Issues event: 2
- Release event: 1
- Watch event: 9
- Delete event: 2
- Issue comment event: 1
- Member event: 1
- Push event: 250
- Public event: 1
- Pull request event: 4
- Fork event: 1
Committers
Last synced: 10 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Jeff Heaton | j****f@j****m | 451 |
| Heaton | j****n@l****t | 3 |
| Jeff Heaton | j****f@b****l | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 8 months ago
All Time
- Total issues: 1
- Total pull requests: 2
- Average time to close issues: 4 days
- Average time to close pull requests: less than a minute
- Total issue authors: 1
- Total pull request authors: 1
- Average comments per issue: 1.0
- Average comments per pull request: 0.0
- Merged pull requests: 2
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 1
- Pull requests: 2
- Average time to close issues: 4 days
- Average time to close pull requests: less than a minute
- Issue authors: 1
- Pull request authors: 1
- Average comments per issue: 1.0
- Average comments per pull request: 0.0
- Merged pull requests: 2
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- deepukr007 (1)
Pull Request Authors
- jeffheaton (4)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
- PyQt6-Charts ==6.7.0
- appdirs ==1.4.4
- numpy ==1.26.4
- opencv-python-headless ==4.9.0.80
- pillow ==10.3.0
- pillow-heif ==0.16.0
- pyinstaller ==6.7.0
- pyqt6 ==6.7.0
- scipy ==1.11.3