Webcam Multiface Facial Recognition

[kampaitees]

Description

Here is the implemented version of Static Facial Recognition where input will be an image from the folder and output will be the similar images from the database. In this model, I assumed that there is only one face in the image. So I want you to convert this model to multi-face facial recognition and include the functionality of Webcam i.e. faces will be recognized for the webcam of your system(you can do the recognition of you and 2-3 your friends).

Details

• Python, CNNs, Deep Learning, OpenCV, Computer Vision, Numpy, Dlib
• Type of issue: Single
• Time Limit: 2 Week

  Issue requirements / progress

• First, try to add the functionality of Webcam using OpenCV
• Then do the recognition of only one face at a time.
• Finally, include multi-face recognition into the pipeline

Resources

Model Weights 68 Landmark Pedictor Weight CNN Dlib Landmark Detector Dlib Facial Alignment OpenCV OpenCV Facial Recognition Computer Vision Deep Learning deeplearning.ai

Directory Structure

Create a new folder called "59/Webcam Facial Recognition" inside the machine folder and add all the code corresponding to this issue inside /machine learning/59/Webcam Facial Recognition.

Note

Please claim the issue first by commenting here before starting to work on it.

For co-ordinators/maintainers creating the issues

For any further issues, feel free to contact me @kampaitees any time. Requests for review are welcomed. Happy Learning!

[SaurabhAgarwala]

Hacktoberfest 2019 ends. Closing the issue.