The condition for a local enhancement using mean and variance is that the local variance must be below a specific threshold. This ensures that the area has relatively low contrast or uniform intensity, making it suitable for enhancement. When this condition is met, local enhancement techniques can adjust the brightness and contrast to bring out more details effectively.