Facial age estimation: Difference between revisions
Adding short description: "Estimation of age using artificial intelligence" |
NIST evaluation |
||
| Line 7: | Line 7: | ||
Researchers have applied [[neural network]]s for age estimation since at least 2010.<ref>{{Cite journal|url=https://link.springer.com/article/10.1007/s10462-019-09765-w|title=Neural networks for facial age estimation: a survey on recent advances|first1=Prachi|last1=Punyani|first2=Rashmi|last2=Gupta|first3=Ashwani|last3=Kumar|date=June 1, 2020|journal=Artificial Intelligence Review|volume=53|issue=5|pages=3299–3347|via=[[Springer Link]]|doi=10.1007/s10462-019-09765-w}}</ref> |
Researchers have applied [[neural network]]s for age estimation since at least 2010.<ref>{{Cite journal|url=https://link.springer.com/article/10.1007/s10462-019-09765-w|title=Neural networks for facial age estimation: a survey on recent advances|first1=Prachi|last1=Punyani|first2=Rashmi|last2=Gupta|first3=Ashwani|last3=Kumar|date=June 1, 2020|journal=Artificial Intelligence Review|volume=53|issue=5|pages=3299–3347|via=[[Springer Link]]|doi=10.1007/s10462-019-09765-w}}</ref> |
||
== Evaluation == |
|||
An ongoing study by the [[National Institute of Standards and Technology]] entitled 'Face Analysis Technology Evaluation' seeks to establish the technical performance of prototype age estimation algorithms submitted by software vendors.<ref>{{Cite web |title=Face Analysis Technology Evaluation (FATE) Age Estimation & Verification |url=https://pages.nist.gov/frvt/html/frvt_age_estimation.html |access-date=2024-10-14 |website=[[National Institute of Standards and Technology]]}}</ref> |
|||
== Commercial use == |
== Commercial use == |
||
Revision as of 11:18, 14 October 2024
 | This article, Facial age estimation, has recently been created via the Articles for creation process. Please check to see if the reviewer has accidentally left this template after accepting the draft and take appropriate action as necessary.
Reviewer tools: Inform author |
Facial age estimation is the use of artificial intelligence to estimate the age of a person based on their facial features. Computer vision techniques are used to analyse the facial features in the images of millions of people whose age is known and then deep learning is used to create an algorithm that tries to predict the age of an unknown person.[1] The key use of the technology is to prevent access to age-restricted services. Examples include restricting children from accessing pornography,[2] checking that they meet a mandatory minimum age when registering for an account on social media, or to prevent adults from accessing websites, online chat or games designed only for use by children.
The technology is distinct from Facial recognition systems as the software does not attempt to identify the individual.[3]
Researchers have applied neural networks for age estimation since at least 2010.[4]
Evaluation
An ongoing study by the National Institute of Standards and Technology entitled 'Face Analysis Technology Evaluation' seeks to establish the technical performance of prototype age estimation algorithms submitted by software vendors.[5]
Commercial use
Commercial users of facial age estimation include Instagram and OnlyFans.[6]
References
- ^ Bekhouche, Salah Eddine; Benlamoudi, Azeddine; Dornaika, Fadi; Telli, Hichem; Bounab, Yazid (January 14, 2024). "Facial Age Estimation Using Multi-Stage Deep Neural Networks". Electronics. 13 (16): 3259. doi:10.3390/electronics13163259 – via www.mdpi.com.
- ^ "Contrôle de l'âge pour l'accès aux sites pornographiques" [Age control for access to pornographic sites]. Commission nationale de l'informatique et des libertés.
- ^ "How facial age-estimation tech can help protect children's privacy for COPPA and beyond". International Association of Privacy Professionals.
- ^ Punyani, Prachi; Gupta, Rashmi; Kumar, Ashwani (June 1, 2020). "Neural networks for facial age estimation: a survey on recent advances". Artificial Intelligence Review. 53 (5): 3299–3347. doi:10.1007/s10462-019-09765-w – via Springer Link.
- ^ "Face Analysis Technology Evaluation (FATE) Age Estimation & Verification". National Institute of Standards and Technology. Retrieved 2024-10-14.
- ^ "How facial age estimation is creating age-appropriate experiences". THINK Digital Partners. July 4, 2023.