Using Stable Diffision models for Colorization

[hallomanbh]

While the model successfully colorizes and outputs all images, maintaining consistency across frames remains a major challenge. In many cases, the colors in the final colorized frame differ from those in the reference frame. As a result, the same shot may appear with varying colors across consecutive frames, leading to noticeable temporal inconsistencies and flickering in the video.