Lossless data-compression programs search through documents for redundant or repetitive data and then encode it. For example, a text document may contain 200 empty spaces, 100 instances of the ...

With Stable Diffusion 1.4, the weights file is roughly 4GB, but it represents knowledge about hundreds of millions of images. Examples of using Stable Diffusion to compress images.

New data compression method reduces big-data bottleneck; outperforms, enhances JPEG Date: December 19, 2013 Source: University of California - Los Angeles Summary: In creating an entirely new way ...

Other than being a controversial example of machine-assisted visual expression, Stable Diffusion could have a future as a powerful image compression algorithm.

To handle this, spectral images frequently use high-precision formats like 16-bit or 32-bit floating-point numbers for each channel, enabling High Dynamic Range (HDR) data capture.