Lightricks has developed a new method for image colorization using text-guided diffusion models. This approach allows users to have more control over the colorization process, resulting in accurate and vibrant images. The technique is based on the linear behavior of variational autoencoders and incorporates image degradations in training. Diffusion models offer advantages in balancing quality and runtime, making them applicable in various real-world applications.
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