Focus U-Net

Link to paper: https://www.sciencedirect.com/science/article/pii/S0010482521006090

Currently in the repository:

1. Focus Gate implementation
2. Google Colab Tensorflow Image Segmentation example with the Focus Gate: A simple notebook to train the Focus U-Net, compare with the U-Net, and visualise attention coefficients.