About

In this project, I have built how to detect face with face recognition using python. I have done this project on the concept of computer vision, also I have used OpenCV library and Face Recognition.

Presented by

𝐄𝐫. 𝐒𝐡𝐮𝐛𝐡𝐚𝐦 𝐒𝐢𝐧𝐠𝐡 𝐂𝐡𝐨𝐮𝐡𝐚𝐧 (Computer Science Engineer)

For More Details :- LinkedIn

Is recognition different from detection?

𝐃𝐞𝐭𝐞𝐜𝐭𝐢𝐨𝐧:– The ability to detect if there is some 'thing' vs nothing.

𝐑𝐞𝐜𝐨𝐠𝐧𝐢𝐭𝐢𝐨𝐧:– The ability to recognize what type of thing it is (person, animal, car, etc.)

𝐈𝐝𝐞𝐧𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧:– The ability to identify a specific individual from other people.

Technology Used

1. Python3
2. Python Libraries
3. OpenCV
4. Face_detection
5. Face_recognition

Installation

Ⓦⓘⓝⓓⓞⓦⓢ:

𝐅𝐚𝐜𝐞_𝐑𝐞𝐜𝐨𝐠𝐧𝐢𝐭𝐢𝐨𝐧

pip install face_recogition

𝐎𝐩𝐞𝐧𝐂𝐕

pip install opencv-python

Libraries used

1. cv2 : OpenCV is a huge open-source library for computer vision, machine learning, and image processing.

2. face_recognition : Recognize and manipulate faces from Python or from the command line with the world’s simplest face recognition library.

3. os : The OS module in Python provides functions for interacting with the operating system. OS comes under Python's standard utility modules.

4. cv2_imshow() : OpenCV-Python is a library of Python bindings designed to solve computer vision problems. cv2. imshow() method is used to display an image in a window.

5. numpy : NumPy is a Python library used for working with arrays. It also has functions for working in domain of linear algebra, fourier transform, and matrices.

Usage Example

In this test example you can see here, first image before the face detect and the second is detect face in whole image.

𝘽𝙚𝙛𝙤𝙧𝙚:-

𝘼𝙛𝙩𝙚𝙧:-

Work Structure

Reference

https://pypi.org/project/face-recognition/

https://github.com/ageitgey/face_recognition

https://www.mygreatlearning.com/blog/real-time-face-detection/

https://realpython.com/face-detection-in-python-using-a-webcam/

                                               !!! 🆃🅷🅰🅽🅺 🆈🅾🆄 !!!