Unsupervised Learning for Text-based Image Tone Adjustment: CLIPtone, a Novel Framework

CLIPtone, an unsupervised learning-based approach, enables text-guided image tone adjustment by leveraging CLIP to assess perceptual alignment without requiring paired training data.