# P4: Generate Faces > A Generative Adversarial Network is trained to generate realistic human faces from celebrity images. ## About In this project, a Generative Adversarial Network is first used to generate new characters using the MNIST dataset. Then, on photographs of celebrities, a fresh network is trained to generate new faces. ![Output](output.png) ## Files - `face_generation.ipynb` – Project notebook. - `face_generation.html` – HTML Export of the project notebook. - `helper.py` – Helper functions. - `problem_unittests.py` – Unit tests. ## License [Modified MIT License © Pranav Suri](/License.txt)