Image Colorization

This project is designed to convert grayscale images into color. The project is Dockerized for ease of deployment and portability.

Requirements

• Docker: Make sure Docker is installed and running on your local machine.

Steps to Run the Project

1.Clone the Repository:

• ` git clone https://github.com/RanaBetulKaya/GrayToColour_ImageProcessing.git `

2.Download the Model:

• Download the .pth model file from the provided Google Drive link and place it in the app/ directory.

` https://drive.google.com/file/d/1DatbUzCuSm7QcPqEg7gtB60imLp_RMG3/view?usp=sharing `

3.Build the Docker Image:

• Navigate to the root directory of the project and build the Docker image:

` docker build -t pix2pix_image . `

4.Run the Docker Container:

• Once the image is built, run the Docker container using the following command:

` docker run --name pix2pix_container -p 8000:8000 pix2pix_image `

5.Access the API:

• After the container is running, you can access the application at ` http://localhost:8000/docs ` .