Face-Completion---Occlusion-Restoration-GAN

This is a project to restore occluded parts in a face image.

Author: Ahmet Melek - www.ahmetmelek.com

Steps to run the Notebook:

1-Upload notebook to "Colab Notebooks" folder of your Google Drive.

2-Open the notebook in Colab, follow the steps written on the top of the notebook.

Notes

• Check the "Results and Discussion" file under the "results" folder to take a look on the progression of this project.

• In the "others" folder you can find the code I used to occlude images. You don't need it since I provided the pickle files in the cloud.

Shared Dataset (In Pickle Format) :

Half Faces:

	Ground Truths:

		https://drive.google.com/file/d/1-JVnG_wVJR3VgAwi6-Hhu2C-ZAyQ2-_9/view?usp=sharing

	Occluded Images:
		https://drive.google.com/file/d/1-7E0x-UGFjotUH8UJAWruM9Y0rwEzYzV/view?usp=sharing


Unrestricted Occlusions:

	Ground Truths:

		https://drive.google.com/file/d/19li26wV60jhrf8UtUhGH6xuocDqiHqPG/view?usp=sharing

	Occluded Images:

		https://drive.google.com/file/d/179YgtbT7A0YFJsQyFULbQPgPZzdmnySA/view?usp=sharing

Shared Model Weights:

Last experiment 250 epochs:
	https://drive.google.com/drive/folders/1xUVIkAGRHxXUhNj-V2-q6M7pnXSn_V4e?usp=sharing

Last experiment 500 epochs:
	https://drive.google.com/drive/folders/1nPecL3pfFkPDTQTnz3PofWWtdk-u3IZF?usp=sharing