Natural brightness, contrast, and color for botched video

I would like a model that focuses on natural brightness, contrast, and color accuracy. For example, if footage is accidentally recorded during the day using a colored night mode, the model should be able to correct this to natural-looking colors, with well-balanced contrast across frames and proper brightness correction. Is this possible? The colors are there, but the image looks somewhat cartoonish.