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Machine Learning AI Face Detection - Mobile App User Authentication
Mia Vrhovnik / June 2023
Python
OpenCV
Face Recognition
Artificial Intelligence
Machine Learning
Flask
FULL SOURCE CODE IS PRIVATE DUE TO PERSONAL INFORMATION AND LARGE FILE SIZE, PLEASE CONTACT ME FOR MORE INFORMATION
- This project is composed of a script that trains a model to recognize me and my friend’s face, and a script that uses the trained model and haarcascade to detect faces in a video stream.
- Each face is detected, cropped and then used to compute HOG features, which are then used to train the model.
- It also includes a script that captures images from a video stream and saves them to a folder, which is used to train the model.
- It returns 0 if the face is not recognized, 1 if it’s my friend’s face, and 2 if it’s my face. Using this information, the mobile app can authenticate the user and allow them to use the app.