DataSyn-Epsilon

Image Enhancement Data Generation: 

DataSyn-𝜖 generates training data for image and video enhancement to produce pairs of low and high-quality images 

Specification

• Low-quality image generation: Given a high-quality image, DataSyn-𝜖, based on a generative AI model, makes its corresponding low-quality image, and visa versa. 

• Naturalness: DataSyn-𝜖’s AI model trains natural-like degradation factors of image quality, not models that computed some specific mathematic formulas. 

• AI Solution: DataSyn-𝜖’s AI model can be used as its own solution and engine for image enhancement.