Input Sketch

Input sketch processing focuses on leveraging hand-drawn sketches as input for various computer vision and graphics tasks, aiming to bridge the gap between human creativity and digital content creation. Current research emphasizes using deep learning models, particularly diffusion models and GANs, to translate sketches into high-fidelity images, 3D models, or to guide other image generation processes, often incorporating techniques like latent space manipulation and style transfer. This field is significant for its potential to revolutionize user interfaces for 3D modeling, image editing, and game development, offering more intuitive and accessible methods for content creation.