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Examples of software that can perform AI-powered image compression include OpenCV, TensorFlow, MATLAB's Image Processing Toolbox (IPT) and High-Fidelity Generative Image Compression. [ 25 ] In unsupervised machine learning , k-means clustering can be utilized to compress data by grouping similar data points into clusters.
This is a category of articles relating to software which can be freely used, copied, studied, modified, and redistributed by everyone that obtains a copy: "free software" or "open source software". Typically, this means software which is distributed with a free software license , and whose source code is available to anyone who receives a copy ...
Windows archivers and compression-related utilities (1 C, 1 P) Pages in category "Data compression software" The following 28 pages are in this category, out of 28 total.
The software has received awards, In 2007, SourceForge granted it community choice awards for "Technical Design" and for "Best Project". [42] In 2013, Tom's Hardware conducted a compression speed test comparing 7-ZIP, MagicRAR, WinRAR , WinZip; they concluded that 7-ZIP beat out all the others with regards to compression speed, ratio, and size ...
The winners on these benchmarks often come from the class of context-mixing compression software. Matt Mahoney, in his February 2010 edition of the free booklet Data Compression Explained, additionally lists the following: [12] The Calgary Corpus dating back to 1987 is no longer widely used due to its small size. Matt Mahoney maintained the ...
Compression can be much slower than gzip, and is slower than bzip2 for high levels of compression, and is most useful when a compressed file will be used many times. [4] [5] XZ Utils consists of two major components: xz, the command-line compressor and decompressor (analogous to gzip) liblzma, a software library with an API similar to zlib