Real vs fake image classification

The goal of this project is to build a deep learning model from scratch and compare it with that of using pretrained models that can accurately distinguish between fake and real images using the provided images for training. The images provided belong to two classes for images that were actually clicked using cameras vs images that were artificially created using Generative Adversarial Networks(GANs).

Use below one to implement or any online piece.
code online: https://medium.com/analytics-vidhya/fake-face-image-classification-5a4151db9b8d

Need it by EOD today that is 10 hours.