Face_Detector_using_Matlab:

In this project we detect real-time faces using AlexNet Convolutional Neural Network in Deep Learning.

STEP 1------------ I haven't included the DataSet because of privacy reasons but surely do check out the Data_Collection script. It has a code that can capture 150 images using the webcam. In my dataset, I have taken my face and Actress Mayim Bialik's face as the training and testing Dataset.

STEP 2------------ The file train.m contains the training script for building a model.I have taken 20 epochs but you can customise that according to your needs. The model gives back a myNet1.mat file.

STEP 3------------ The file test.m contains the testing script for testing the model that we have just built. For testing, the model opens the webcam and detects the face in real-time. In the first image we can see that it is detecting Mayim Bialik's image via my phone correctly.

When a face is not found by the program, it returns "No face Detected". We can see so in the second screenshot.