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Here is an in-depth article exploring the concepts surrounding . for extreme mosaic reduction
Standard deblocking filters (like the fspp filter in FFmpeg) attempt to "smooth" the edges of blocks. However, for extreme mosaic reduction, we need Generative Adversarial Networks (GANs) and Diffusion models.