Sketch to Natural Scenery Generation using GAN

This is a deep learning application that transforms hand-drawn sketches into realistic natural scenery images using Generative Adversarial Networks (GANs). It employs the Pix2Pix architecture for image-to-image translation.

Key Features

• Sketch-to-Image Translation: Converts user-provided sketches into photorealistic natural scenes.
• Pix2Pix GAN Architecture: Utilizes the Pix2Pix model for effective image translation tasks.
• Web Interface: Includes a frontend built with React.js for user interaction.
• Backend API: Features a Python-based backend to handle model inference and API requests.