This is a deep learning project to solve classification problem to estimate ages, developed using PyTorch framework. The experiments were conducted on three different and reputed age estimation dataset: FG - NET, AGE DB, UTK FACE. We have used focal loss as the loss function, as the examples in the classes were insufficient. I have built the custom CNN or Convolutional Neural Network for the purpose.
This project was supervised by Dr. Nabeel Mohammed, Associate Professor, North South University, Dhaka, Bangladesh. #It's an academic project for computer vision course.