Colorizing sketches using Generative Adversarial Networks (GANs)

Authors: Danishjaved, Shurahbeel Peerzada, Mahamshehzadi

Introduction: Colorizing plain sketches using CNN is one of the trending and challenging tasks these days. This can be performed in multiple ways, like using diffusion models and other CNN architectures, but we are going to use Generative Adversarial Networks (GANs) to perform this task.

Problem Statement:

• Time-Consuming: Coloring sketches by hand or digitally takes a lot of time and effort.
• Labor intensive: For larger scales, such as in the Fashion industry, making …

adversarial architectures artificial intelligence authors cnn diffusion diffusion models gans generative generative adversarial networks generative-ai-solution image-to-image multiple networks tasks trending