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53,55,59,60,61,63],thei:[0,2,4,5,8,11,14,16,17,24,27,42,43,44,50,55,59,60,65],them:[5,8,11,14,16,44,45,47],themselv:53,theoret:44,therefor:[5,11,26,42,44],thi:[0,1,2,4,5,7,8,9,11,12,14,15,16,17,18,19,20,21,22,24,25,26,27,28,29,30,32,33,34,35,36,37,38,41,42,43,44,45,46,47,48,49,51,52,53,54,55,56,57,58,59,60,62,63,64,65],thing:[5,8,14,43],think:[4,42],third:[14,16,18,21],those:[11,14,38,54],though:[5,8,27],thousand:38,three:[8,9,14,17,21,26,38,44,53,57,63],thresh:18,threshold:[14,18,21,26,38,57,60],through:[1,4,5,9,14,27,28,34,47,50,53,63],thu:8,thumbnail:[4,7,43,53],ticket:1,tif:64,tiff:[8,9,11,37,42,43,48,51,55,57,63,66],tiff_adobe_defl:5,tiff_ccitt:5,tiff_defl:5,tiff_jpeg:5,tiff_raw_16:5,tiff_sgilog24:5,tiff_sgilog:5,tiff_thunderscan:5,tiffdecod:66,tiffimag:46,tiffimagefil:43,tiffimageplugin:[39,42,46,57],tiffinfo:[5,64],tiffscanlines:48,tifftag:[5,10,39,43],tile:[3,5,20,43,61,63],tile_height:49,tile_offset:5,tile_s:5,tile_width:49,time:[1,5,9,14,15,16,21,27,44,53,55,59,60,62],titl:[0,5,8,14],tk8:11,tkei:0,tkinter:[11,32,33],tkphotoimag:43,to_v2:43,tobitmap:14,tobyt:[14,27,33],togeth:[5,11,14,33],toler:[18,57],tolist:28,too:1,tool:[5,7,11,43],toolkit:[7,33],top:[9,14,15,18,22,26],tostr:[14,27,46,57],total:[5,21,31,44],track:[1,16],trade:5,transfer:16,transform:[0,4,5,6,7,14,16,21,26,28,44,62],transit:38,translat:[0,8,14],transpar:[4,5,8,11,14,15,18,32,59],transpos:[14,43,44],transposit:[51,66],transvers:[14,59],travi:[1,55],trc:16,treat:[5,14,24,32,42,43],tree:54,tri:16,trick:[8,44],trigger:60,truetyp:[18,22,46],truncat:[4,59],trust:48,ttb:[18,22],ttf:[18,22],tupl:[0,4,5,8,9,14,16,17,18,20,21,24,25,26,27,28,32,33,34,35,37,43,46,47,51,59],turbo:[11,59],turn:[14,18,22,25],tutori:[6,10],tweak:[38,59],twice:[21,60],twisti:11,two:[0,2,5,9,13,14,15,16,18,24,28,34,38,44,51,53,55,63],txt:18,type:[4,5,8,9,11,14,15,16,18,37,43,48,51,56,59,62,66],typic:[8,14,18],typographi:[18,22],ubuntu:[11,55],uint8:48,unabl:45,unaffect:15,unari:24,uncompress:[0,5,9,11,43,50,54,59,62],unconsum:9,undefin:56,under:[1,14,22,33],underli:[41,42,55],unders:48,underscor:[44,55],undocu:[5,34,59],unexpectedli:60,unic:22,unicod:[11,16,22],uniform:26,uninstal:11,uniqu:[9,16],unit:[5,55],unix:[14,51,57],unixview:0,unknown:[9,16,37,59],unless:[5,8,14,15,42,43],unlik:11,unnecessari:[0,44],unpack:[9,14,49],unpredict:38,unsatisfactori:44,unsharp:[21,66],unsharp_mask:[2,59],unsharpmask:[2,21,44],unsightli:63,unsign:[0,9],unsort:14,unspecifi:61,unsupport:[11,65],unsupportedoper:45,untest:55,until:[0,8,9,14,18,42,55],unus:[5,14,57],unwant:24,unwrap:47,updat:[11,14,66],upgrad:60,upon:33,upper:[0,4,8,14,18,32,33,41],upscal:[4,53,59],upstream:[1,2,54],url:[11,45],urllib2:45,urlopen:45,usag:[11,16,42,47],use:[0,2,4,5,7,8,9,11,14,16,18,22,24,26,27,28,30,32,33,34,42,43,44,46,53,59,60,62,63,66],used:[0,4,5,7,8,9,11,14,15,16,17,18,19,20,21,22,23,24,26,28,30,32,33,38,42,43,44,47,48,50,52,53,54,55,57,59,60,61,62],useful:[4,5],useless:62,user:[4,5,33,42,48,54,57,59,60,62,63],uses:[4,5,7,8,9,11,14,18,22,24,26,42,44,45,51,64],using:[4,5,8,9,11,15,16,18,21,24,28,32,35,36,38,41,43,44,45,47,50,51,53,54,59,60,62],usm:[2,59],usr:11,usual:[4,8,9,14,16,18,22,24,28,33],utf:[0,59],util:[7,8,14,22],utilis:47,valid:[5,16,18,24,38,47],valu:[0,4,5,8,9,14,15,16,17,18,19,21,22,24,25,26,27,28,31,32,33,35,37,38,43,44,46,47,48,49,52,56,59,62,64],valueerror:[14,17,44,65],vari:39,variabl:[11,14,37,38,48,51],varianc:31,variant:16,varieti:[5,8,9],variou:[9,13,14,15,41],vector:28,vendor:[5,54,60],veri:[1,8,9,32,38,59],verifi:[14,16,43],version:[0,4,5,7,8,9,10,12,14,16,17,18,21,22,23,24,26,28,29,36,37,43,44,48,50,51,54,55,59,60,64],vertic:[4,8,26],via:[1,8,9,11,14,16,33,51,64],video:[4,5],view:[5,16],viewer:0,viewing_condit:16,visibl:11,vista:43,volunt:11,vs2013:11,vulner:49,wadsworth:5,wai:[0,5,8,11,25,35,36,42,43,45,63,65],wal:0,walimagefil:[5,39],want:[1,5,8,14,16,42],war:[5,50],warcraft:5,warn:[9,10,14,43,54,60,66],wavelet:5,wck:18,web:[0,14,17,18],web_high:[0,5],web_low:5,webp:[11,41,43,63],webp_anim:5,webpimagefil:43,webpimageplugin:39,webpmux:[5,11],websit:5,wedg:26,weight:[4,15,21],well:[5,7,8,9,13,14,22,27,37,53,56,62],were:[1,33,44,47,52,53,54,59,60,62],what:[5,10,14,16,21,22,23,26,33,50,59],wheel:11,when:[0,4,5,8,9,14,16,38,42,43,44,46,47,48,49,50,51,52,59,60,61,62,63,64,65,66],whenc:43,where:[2,5,8,9,14,15,17,18,26,33,43,44,46,48,49,55,59,62],whether:[5,9],which:[0,2,5,7,8,9,11,13,14,15,16,18,20,21,22,24,25,26,29,32,34,38,44,45,48,49,52,53,55,56,60,63,65],whichev:5,white:[4,5,9,14,15,16,17,19,26,63],whitepoint:[26,63],whitespac:[16,25],who:5,whose:[0,5,34],why:[10,62],wide:[5,8,9,47,51],wider:[16,55],widget:33,width:[0,5,8,9,14,18,21,22,26,32,48,49],wiki:[0,43,62],wikipedia:[0,21,62],wild:[43,47],williamson:48,win32iconimageplugin:43,winbuild:11,window:[5,7,10,14,17,21,22,39,43,53,57,66],winfo_id:33,wish:[14,16],within:[8,9,11,14,44,59,60,63],without:[5,9,11,14,15,16,38,42,44,47,52],wizard:5,wmf:43,wmf_handler:5,wmfhandler:5,wmfimageplugin:[5,39],wmfstubimagefil:43,wnd:33,won:8,word:9,work:[8,11,14,16,23,24,26,33,38,42,45,54,56,57,59,63],workaround:54,world:[5,18,22],wors:44,worst:5,would:[8,14,16,18,49,52,55,57,59,60],wouldn:21,wrap:[14,15,16,33,45],wrapper:[30,43],write:[3,6,7,11,14,18,20,34,35,43,48,49,52,59,62],write_byt:43,write_doubl:43,write_float:43,write_long:43,write_r:43,write_short:43,write_signed_byt:43,write_signed_long:43,write_signed_r:43,write_signed_short:43,write_str:43,write_undefin:43,writelong:43,writer:[5,14,57],writeshort:43,written:[0,4,5,14,48],wrong:51,wrote:48,www:[0,16],x00x00x00x00x00:43,x11:[14,43],x64:[48,55],x86:11,x_resolut:[5,44],xbm:43,xbmimagefil:43,xbmimageplugin:39,xbound:48,xcode:11,xcodebuild:11,xcolor_spac:16,xdpi:5,xin:28,xmllib:20,xmp:59,xoffset:[14,15],xor:15,xout:28,xpm:43,xpmimagefil:43,xpmimageplugin:39,xre:5,xsize:[8,41,48,52],xvthumb:43,xvthumbimagefil:43,xvthumbimageplugin:39,xvviewer:0,xxx:9,xxximageplugin:9,xy0:34,xy1:34,xyi:16,xyz:[14,16],y_resolut:5,ycbcr:[4,5,61],ydpi:5,yearli:1,yet:[0,1,8,57],yin:28,yoffset:[14,15],yosemit:[11,62],you:[0,1,4,5,7,8,9,11,12,14,15,16,18,20,21,22,24,26,27,28,29,30,31,32,33,34,35,36,43,44,53,62,63,64],your:[3,5,6,7,11,12,14,16,20,44,66],yout:28,yre:5,ysize:[8,38,48,52],yum:11,zero:[0,5,9,14,16,18,24,33,43,66],zigzag:0,zip:0,zlib1g:11,zlib:[5,11,66],zoom:43,ztxt:5},titles:["PIL Package (autodoc of remaining modules)","About","Deprecations and removals","Appendices","Concepts","Image file formats","Handbook","Overview","Tutorial","Writing Your Own Image Plugin","Pillow","Installation","Porting","<code class=\"docutils literal notranslate\"><span class=\"pre\">ExifTags</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">Image</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageChops</span></code> (\u201cChannel Operations\u201d) Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageCms</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageColor</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageDraw</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageEnhance</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageFile</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageFilter</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageFont</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageGrab</span></code> Module (macOS and Windows only)","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageMath</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageMorph</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageOps</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImagePalette</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImagePath</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageQt</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageSequence</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageStat</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageTk</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">ImageWin</span></code> Module (Windows-only)","<code class=\"docutils literal notranslate\"><span class=\"pre\">PSDraw</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">PixelAccess</span></code> Class","<code class=\"docutils literal notranslate\"><span class=\"pre\">PyAccess</span></code> Module","<code class=\"docutils literal notranslate\"><span class=\"pre\">TiffTags</span></code> Module","Block Allocator","Reference","Internal Reference Docs","Limits","File Handling in Pillow","Plugin reference","2.7.0","2.8.0","3.0.0","3.1.0","3.1.1","3.1.2","3.2.0","3.3.0","3.3.2","3.4.0","4.0.0","4.1.0","4.1.1","4.2.0","4.2.1","4.3.0","5.0.0","5.1.0","5.2.0","5.3.0","5.4.0","5.4.1","Release Notes"],titleterms:{"class":[0,8,14,19,30,35,36],"default":[14,44,46],"float":[9,47],"function":[2,14,15,17,18,22,24,57],"new":[38,50,51,53,55,57,59,61,64],Added:[55,57,63],DDS:[5,50,53],EPS:5,One:59,The:[9,14,30],Using:[8,24],_binari:0,_getexif:47,_i2f:62,_save:60,about:1,access:64,added:[54,62],addit:[59,60,62,63],after:65,alloc:38,android:11,anim:30,antialia:44,api:[59,60,61,62,63,64],apng:64,append:[53,61],appendic:3,appli:8,arc:47,archiv:[7,8],attribut:[9,14],autodoc:0,back:8,backward:60,band:[4,8],base:[55,63],basic:11,bdffontfil:0,between:[8,56],bicub:44,bilinear:44,bit:[9,59],bitwis:24,block:38,blp:[5,61],blur:[44,59],bmp:5,bmpimageplugin:43,bomb:60,box:59,buffer:[48,49],bufr:5,bufrstubimageplugin:43,build:[11,58,62],built:24,can:47,chang:[44,50,55,59,60,61,62,63,64],channel:[15,59,61],check:[60,64],chord:47,chunk:[44,65],cleanup:9,close:[55,65],cmsprofil:16,cmyk:59,color:[8,17,18,62,63],comparison:4,compil:62,complex:57,complic:42,compress:60,concept:[4,18],confus:62,consist:47,constant:2,construct:14,containerio:0,content:5,continu:11,control:8,convers:59,convert:8,coordin:[4,18],copi:8,core:[53,54,57,59],creat:[8,14],cross:18,cur:5,curimageplugin:43,curv:63,custom:64,cut:8,cve:[48,49],data:[9,56],dcx:5,dcximageplugin:43,decod:[8,9,53,55],decompress:60,decompressionbomb:57,deprec:[2,46,53,55,57,59,62],design:38,displai:[7,14],dispos:60,doc:40,downscal:44,dpi:56,draft:8,draw:[8,18],drop:[54,60],dynam:60,ellips:63,end:65,enhanc:8,epsimageplugin:43,exampl:[9,14,18,19,20,21,22,24,35,36],except:60,exif:[47,56],exiftag:13,express:24,extens:[52,64],extern:11,extract:30,featur:2,file:[5,8,9,42,55,61,62,65],filter:[4,8,21,44,53,59],fit:[5,64],fitsstubimageplugin:43,fix:[56,58,62],flag:54,flc:5,fli:5,flidecod:48,fliimageplugin:43,font:18,fontfil:0,fork:1,format:[5,41,61,62],fpx:5,fpximageplugin:43,frame:[30,53],freebsd:11,from:[8,11,30,56,59],ftex:[5,50],fulli:5,gaussian:44,gbr:5,gbrimageplugin:[43,50],gcc:62,gdimagefil:0,geometr:8,geometri:8,get:[59,62],get_format_mimetyp:62,getrgb:62,getsize_multilin:62,gif:[5,53,55,60],gifimageplugin:43,gimpgradientfil:0,gimppalettefil:0,goal:1,grai:18,grib:5,gribstubimageplugin:43,handbook:6,handl:[42,55,65],handles_eof:54,hdf5:5,hdf5stubimageplugin:43,http:45,icn:5,icnsimageplugin:43,ico:5,icoimageplugin:43,idat:65,identifi:[5,8],ifdrat:47,imag:[2,5,7,8,9,14,18,19,20,21,42,44,45,46,50,51,53,54,55,57,59,60,62,63,65],imagechop:15,imagecm:16,imagecolor:[17,62],imagedraw2:0,imagedraw:[18,47,50],imageenh:19,imagefil:[20,62],imagefiledirectori:46,imagefilt:21,imagefont:[22,62],imagegrab:23,imagemath:24,imagemorph:25,imageop:[2,26,63,64],imagepalett:27,imagepath:28,imageqt:29,imagesequ:[8,30,50],imageshow:0,imagestat:31,imagetk:32,imagetransform:0,imagewin:33,imimageplugin:43,imt:5,imtimageplugin:43,incompat:[56,60],index:64,indic:10,individu:8,info:4,instal:[11,65],integ:[48,52],integr:11,intern:[40,41,54],iptc:5,iptcimageplugin:43,issu:42,item:[55,57],iter:[8,30,50],itxt:0,joint:63,jpeg2kencod:49,jpeg2kimageplugin:43,jpeg:[5,8,47,53],jpegimageplugin:[43,47],jpegpreset:0,lanczo:44,layout:60,leak:61,libimagequ:51,libjpeg:[46,64],libraqm:60,librari:11,licens:1,lifecycl:42,limit:[41,44],line:63,link:60,linux:11,load:59,local:5,logic:24,lookup:62,maco:[11,23,62],map:52,mask:44,mcida:5,mcidasimageplugin:43,memori:[38,61],merg:8,metadata:[47,51,59],method:[18,22,46,55],mic:5,micimageplugin:43,mime:65,mode:[4,8],modul:[0,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,36,37,43],more:8,mpeg:5,mpegimageplugin:43,mpo:5,msp:5,mspimageplugin:43,multiband:59,multilin:47,multipag:46,multipl:53,naa:5,name:[17,18],neg:64,note:[11,66],now:[47,60],object:45,old:11,older:62,olefil:2,olefileio:[2,54,60],onli:[5,23,33],opac:18,open:[8,14,45,55],open_ppm:53,oper:[8,15,24,59],option:[11,51,57,61],other:[11,59,60,61,62,63,64],out:47,over:18,overflow:[48,49,52],overview:7,own:9,packag:0,pad:63,palett:4,palettefil:0,palm:5,palmimageplugin:43,paramet:[44,50,57,60,63],pars:20,parser:20,partial:[18,59],passthrough:50,past:8,pcd:5,pcddecod:48,pcdimageplugin:43,pcffontfil:0,pcx:5,pcximageplugin:43,pdf:[5,61],pdfimageplugin:43,perform:[44,59],pieslic:47,pil:[0,1,2,62],pillow:[10,42,62],pillow_vers:2,pixar:5,pixarimageplugin:43,pixel:64,pixelaccess:35,platform:11,plugin:[9,14,43,44,50,64],png:[5,44,64,65],pngimageplugin:[0,43],pnginfo:0,point:[8,9],pool:38,port:12,postscript:8,ppm:5,ppmimageplugin:43,previou:38,print:8,process:[7,8,14],propos:42,psd:5,psdimageplugin:43,psdraw:34,pyaccess:36,pydecod:20,pypi:58,python:[9,54,55,60,62],qualiti:44,quantiz:0,radiu:44,rais:60,raw:9,read:[5,8,56],rectangl:63,refer:[39,40,43],regist:14,registri:55,regress:56,releas:66,remain:0,remap_palett:55,remov:[2,53,54,55,57],renam:44,render:57,requir:46,resampl:[48,59],resiz:[44,51,53],resolv:62,respons:45,rewrit:46,roll:8,rotat:[14,51,62],sane:44,save:[5,46,53,54,55],script:60,sequenc:[5,8,63],set:2,setup:[9,51,60],sgi:[5,54,59],sgiimageplugin:43,shape:63,sharp:19,sign:52,simpl:8,size:[2,4,41,44,54,63],some: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