Hello everyone.
In this project we will do face detection plus gender classification and crowd counting.
With an alert system.
We will see how we can use YOLO V8 for face detection.
But we will also train a convolutional neural network for gender classification.
So we will classify the detected faces into men and women.
So in the first step we will see how we can fine tune YOLO based on face image dataset.
Then we will train a convolutional neural network for gender classification.
We will classify the detected faces into men and women.
Plus we will also do the face count as well.
So if more than five people appear in a frame, we will generate an alert that a place is overcrowded.
I have set this alert for more than five people, but you can set this alert for more than 100 people
as well.
So let's get started.