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        "description": "=======================================================\nsmc.freeimage - Semantics' FreeImage wrapper for Python\n=======================================================\n\nsmc.freeimage is a Python interface to the FreeImage and LCMS2 libraries.\n\n\nFeatures of FreeImage\n=====================\n\nFreeImage wraps mature and widely-used libraries like LibJPEG, LibOpenJPEG,\nLibPNG, LibRaw, LibTIFF4, OpenEXR and zlib in a consistent, well documented\nand powerful API.\n\nhttp://freeimage.sourceforge.net/\n\n * Reading of 35 file formats and writing of more than 19 file formats as of\n   FreeImage 3.15.3, including JPEG 2000, multiple subformats of TIFF\n   with G3/G4 fax compression and JPEG subsampling.\n\n * pixel depths from 1-32 bpp standard images up to formats like\n   RGBAF and 2x64complex.\n\n * multi page images\n\n * Metadata (e.g. EXIF, IPTC/NAA, GeoTIFF, XMP) and ICC\n\n * Color adjustment, conversion and channel processing\n\n * Image resizing and rotation\n\n * High Dynamic Range (HDR) image processing and tone mapping\n\n * RAW camera files\n\nContrary to PIL it doesn't contain advanced image filters or drawing\nfunctions. FreeImage focuses on file formats\n\n\nFeatures of LCMS2\n=================\n\nLCMS2 is a color management engine that implements V2 and V4 ICC profiles up\nto V4.3. It supports transformation, proofing and introspection of profiles\nfor a large variety of color formats and targets.\n\nhttp://www.littlecms.com/\n\n\nFeatures of smc.freeimage\n=========================\n\nsmc.freeimage is developed as part of the closed source Visual Library\nframework.\n\n * mostly written with Cython with some lines of handwritten C Code and some\n   Python helpers.\n\n * fast, it avoids copying large amounts of data and releases the GIL whenever\n   possible.\n\n * 64bit safe, tested on i386/X86 and AMD64/X86_64 systems\n\n * thread safe\n\n * wraps a large subset of FreeImage features\n\n * compatible with Python 2.6 to 3.3.\n\n\nPerformance\n===========\n\nsmc.freeimage with libjpeg-turbo read JPEGs about three to six times faster\nthan PIL and writes JPEGs more than five times faster.\n\nJPEG's restart markers are not compatible with libjpeg-turbo's Huffman\ndecoder optimization and reduce performance a lot. Please read the section\n\"Restart Makers\" on the page http://www.libjpeg-turbo.org/About/Performance\nfor more information.\n\nPython:\n  2.7.3\nread / write cycles::\n  300\ntest image:\n  1210x1778 24bpp JPEG (pon.jpg)\nplatform:\n  Ubuntu 12.04 X86_64\nhardware:\n  Intel Xeon hexacore W3680@3.33GHz with 24 GB RAM\n\nsmc.freeimage, FreeImage 3.15.3 standard\n----------------------------------------\n - read JPEG 12.857 sec\n - read JPEG 6.629 sec (resaved)\n - write JPEG 21.817 sec\n\nsmc.freeimage, FreeImage 3.15.3 with jpeg turbo\n-----------------------------------------------\n - read JPEG 9.297 sec\n - read JPEG 3.909 sec (resaved)\n - write JPEG 5.857 sec\n - read LZW TIFF 17.947 sec\n - read biton G4 TIFF 2.068 sec\n - resize 3.850 sec (box)\n - resize 5.022 sec (bilinear)\n - resize 7.942 sec (bspline)\n - resize 7.222 sec (bicubic)\n - resize 7.941 sec (catmull rom spline)\n - resize 10.232 sec (lanczos3)\n - tiff numpy.asarray() with bytescale() 0.006 sec\n - tiff load + numpy.asarray() with bytescale() 18.043 sec\n\nPIL 1.1.7\n---------\n - read JPEG 30.389 sec\n - read JPEG 23.118 sec (resaved)\n - write JPEG 34.405 sec\n - read LZW TIFF 21.596 sec\n - read biton G4 TIFF: decoder group4 not available\n - resize 0.032 sec (nearest)\n - resize 1.074 sec (bilinear)\n - resize 2.924 sec (bicubic)\n - resize 8.056 sec (antialias)\n - tiff scipy fromimage() with bytescale() 1.165 sec\n - tiff scipy imread() with bytescale() 22.939 sec\n\n\nComparison to PIL (Pros and Cons)\n=================================\n\nPros of smc.freeimage\n---------------------\n\n * Faster! JPEG performance is about 3 to 6 times faster than PIL, numpy buffer\n   access is more than 100 times faster and consumes less memory due to zero\n   copy design.\n\n * Modern file formats! smc.freeimage supports JPEG 2000, HDR and EXR high\n   dynamic range images and raw camera data (RAW).\n\n * Full baseline TIFF support! Contrary to PIL smc.freeimage supports all\n   flavors of baseline TIFF like G3 and G4 compression and multipage TIFFs.\n\n * PEP 3118 buffer interface that exports images as 2d or 3d non-contiguous\n   buffer.\n\n * Correct and optimized integration of a color management system (LittleCMS2)\n   instead of lcms1 integration including caching of optimized\n   transformations, in-place transformation and introspection of profiles.\n\n * Structured metadata access to EXIF, XMP and IPTC information, also supports\n   fast loading of metadata without loading pixel data.\n\n * Lot's of color types! Bitmap (8bit) with 1, 4, 8, 16, 24 and 32 bits per\n   pixel, (unsigned) int 16 and 32, float, double gray scale, complex, RGBA\n   16bit and RGBA floats.\n\n * Static build support, no need for \"make install\". You just need a C99\n   compatible C/C++ compiler, make and nasm (for FreeImage-Turob).\n\n\nCons of smc.freeimage\n----------------------\n\n * Few image filters, no support for complex image filters in FreeImage\n\n * Low quality resize filters are slower than PIL's filters\n\n * No drawing API for primitives (lines, circles, boxes)\n\n * No text drawing support and libfreetype integration.\n\n * Still not feature complete and under development.\n\n\nFreeImage + libjpeg-turbo\n=========================\n\nAn experimental fork of FreeImage with libjpeg-turbo is available at\nhttps://bitbucket.org/tiran/freeimageturbo\n\n\nTestdata and Windows build files\n================================\n\nNeither the Windows build files nor the test images are included in the\nsource distribution. All files can be downloaded from\nhttps://bitbucket.org/tiran/smc.freeimage .\n\n\nAuthors\n=======\n\nChristian Heimes\n\nDirk Rothe (testing and proposals)\n\n\nCopyright\n=========\n\nCopyright (C) 2008-2012 semantics GmbH. All Rights Reserved.::\n\n  semantics\n  Kommunikationsmanagement GmbH\n  Viktoriaallee 45\n  D-52066 Aachen\n  Germany\n\n  Tel.: +49 241 89 49 89 29\n  eMail: info(at)semantics.de\n  http://www.semantics.de/\n\n=========\nChangelog\n=========\n\nsmc.freeimage 0.2\n-----------------\n\n*Release date: 17-Aug-2012*\n\n- implemented simple and read-only multipage image support\n\n- added support for static linking of libfreeimage and liblcms2\n\n- added binary and errors arguments to getMetadata()\n\n- implemented PEP-3118 buffer interface for all image types. 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