search

recodehive / machine-learning-repos

A curated list of awesome machine learning frameworks, libraries and software (by language). I
https://machine-learning-repos.vercel.app/
MIT License
103 stars 194 forks source link

Liveliness detection #37

Closed kar5960 closed 1 month ago

kar5960 commented 3 months ago

Is your feature request related to a problem? Please describe. Currently, the facial recognition library only verifies the identity of a person but does not provide any means to distinguish between a live person and a spoof (such as a photograph or a video). This poses a security risk in applications requiring robust authentication mechanisms.

Describe the solution you'd like Integrate a liveliness detection feature into the facial recognition library. This feature should be able to distinguish between live persons and spoof attacks (e.g., photos, videos, masks) by analyzing facial movements, skin texture, and other biometric indicators. Ideally, the solution should work in real-time and be compatible with existing functionality of the library.

Additional context Liveliness detection is becoming a standard requirement in many facial recognition applications, such as mobile banking, secure access control, and identity verification systems. Implementing this feature will enhance the security and reliability of the library, making it more competitive and suitable for a broader range of applications.

kar5960 commented 3 months ago

I would like to work on this feature @sanjay-kv , can you please assign it to me ?

kar5960 commented 2 months ago

i have created a pull request for this(issue 304) for this feature @sanjay-kv

github-actions[bot] commented 1 month ago

Hello @kar5960! Your issue #37 has been closed. Thank you for your contribution!