锟斤拷锟斤拷位锟矫ｏ拷锟斤拷页 > 锟斤拷锟斤拷锟教筹拷 > 锟教筹拷 > python锟斤拷锟斤拷锟斤拷泳锟窖帮拷始恰锟斤拷锟絇IL锟斤拷锟斤拷梅锟�
锟斤拷锟斤拷锟揭拷锟斤拷锟斤拷锟皆硷拷锟斤拷锟斤拷耄拷锟斤拷撇锟叫★拷锟斤拷GitHub锟斤拷址 锟斤拷锟斤拷锟脚ｏ拷锟斤拷锟斤拷锟斤拷 锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷https://github.com/LeBron-Jian/ComputerVisionPractice 锟斤拷锟斤拷锟街帮拷谋始牵锟斤拷约锟斤拷锟斤拷锟斤拷司锟剿筹拷锟斤拷锟斤拷锟斤拷锟斤拷锟揭诧拷锟斤拷锟较耙伙拷拢锟斤拷锟斤拷菘锟斤拷懿锟教拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷伞锟� 前锟皆ｏ拷PIL 图
锟斤拷锟斤拷锟脚ｏ拷 锟斤拷锟斤拷锟斤拷
锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷https://github.com/LeBron-Jian/ComputerVisionPractice
锟斤拷锟斤拷锟街帮拷谋始牵锟斤拷约锟斤拷锟斤拷锟斤拷司锟剿筹拷锟斤拷锟斤拷锟斤拷锟斤拷锟揭诧拷锟斤拷锟较耙伙拷拢锟斤拷锟斤拷菘锟斤拷懿锟教拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷伞锟�
图锟斤拷锟斤拷锟角硷拷锟斤拷锟斤拷泳锟斤拷锟斤拷锟斤拷胁锟斤拷苫锟饺憋拷锟揭伙拷锟斤拷郑锟斤拷锟絇IL锟斤拷Python Imaging Library锟斤拷锟斤拷锟絆penCV锟斤拷Open Source Computer Vision Library锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟矫的癸拷锟竭★拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷要学习锟斤拷锟斤拷PIL锟解，PIL 锟斤拷一锟斤拷锟斤拷锟斤拷图锟斤拷锟斤拷锟斤拷 Python 锟解，锟结供锟剿丰富锟斤拷图锟斤拷锟斤拷锟斤拷锟杰★拷锟斤拷锟斤拷锟斤拷锟剿达拷锟斤拷图锟斤拷母锟斤拷止锟斤拷吆锟斤拷惴拷锟斤拷锟斤拷越锟斤拷锟酵硷拷锟侥打开★拷锟斤拷锟芥、锟斤拷锟矫★拷锟斤拷转锟斤拷锟斤拷锟脚等诧拷锟斤拷锟斤拷
PIL锟斤拷Python Imaging Library锟斤拷锟斤拷 OpenCV 锟斤拷锟斤拷锟斤拷锟斤拷图锟斤拷锟斤拷锟斤拷强锟斤拷猓拷锟斤拷歉锟斤拷锟斤拷锟斤拷挪锟酵拷锟斤拷锟斤拷坪锟斤拷锟斤拷贸锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟揭恍╋拷锟斤拷锟� PIL 锟斤拷然锟斤拷使锟矫碉拷原锟斤拷
锟斤拷锟斤拷锟角帮拷装锟斤拷锟饺较简单ｏ拷
锟斤拷锟斤拷锟斤拷一锟斤拷锟津单碉拷示锟斤拷锟斤拷锟斤拷示锟斤拷锟斤拷锟绞癸拷锟絇IL锟斤拷锟斤拷锟斤拷一锟斤拷图锟斤拷锟侥硷拷锟斤拷然锟斤拷图锟斤拷转锟斤拷为锟揭讹拷图锟斤拷锟斤拷锟斤拷锟芥到锟铰碉拷锟侥硷拷锟叫ｏ拷
锟斤拷然 OpenCV 锟节硷拷锟斤拷锟斤拷泳锟斤拷透锟斤拷锟斤拷拥锟酵硷拷锟斤拷锟斤拷锟斤拷锟斤拷斜锟斤拷值梅浅锟角匡拷螅锟窖★拷锟绞癸拷锟斤拷母锟斤拷锟酵拷锟饺★拷锟斤拷诰锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟侥匡拷氐恪ｏ拷锟揭恍╋拷锟斤拷锟铰ｏ拷PIL 锟斤拷锟杰革拷为锟斤拷锟绞ｏ拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷拢锟斤拷乇锟斤拷锟斤拷婕帮拷锟斤拷锟斤拷锟斤拷锟接撅拷锟斤拷锟斤拷锟斤拷锟斤拷锟絆penCV 锟斤拷锟杰革拷锟斤拷锟斤拷锟狡★拷
锟斤拷锟斤拷锟斤拷说锟斤拷锟斤拷锟较匡拷源锟斤拷一些锟斤拷锟斤拷锟斤拷泳锟斤拷锟揭彩癸拷锟絇IL锟斤拷锟斤拷图锟斤拷锟斤拷锟斤拷锟叫诧拷锟矫诧拷学习锟斤拷锟斤拷锟缴ｏ拷锟斤拷锟斤拷锟斤拷说锟斤拷锟斤拷锟缴ｏ拷
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PIL锟斤拷Python Imaging Library锟斤拷锟窖撅拷锟斤拷Python平台锟较碉拷图锟斤拷锟斤拷锟斤拷准锟斤拷锟剿★拷锟斤拷锟斤拷PIL锟斤拷支锟街碉拷Python2.7 锟斤拷锟斤拷锟斤拷锟斤拷锟绞э拷蓿锟斤拷锟斤拷锟揭蝗褐驹革拷锟斤拷锟絇IL锟侥伙拷锟斤拷锟较达拷锟斤拷锟剿硷拷锟捷的版本锟斤拷锟斤拷锟街斤拷Pillow锟斤拷支锟斤拷锟斤拷锟铰版本锟斤拷Python3.X锟斤拷锟街硷拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟皆★拷锟斤拷耍锟斤拷锟斤拷强锟斤拷锟街憋拷影锟阶笆癸拷锟絇illow锟斤拷
PIL锟斤拷锟斤拷锟芥及锟侥伙拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟铰硷拷锟斤拷锟斤拷通锟斤拷锟斤拷bands锟斤拷锟斤拷模式锟斤拷mode锟斤拷锟斤拷锟竭寸（size锟斤拷锟斤拷锟斤拷锟斤拷系统锟斤拷coordinate system锟斤拷锟斤拷锟斤拷色锟藉（palette锟斤拷锟斤拷锟斤拷息锟斤拷info锟斤拷锟斤拷锟剿诧拷锟斤拷锟斤拷filters锟斤拷锟斤拷
每锟斤拷图片锟斤拷锟斤拷锟斤拷一锟斤拷锟斤拷锟竭讹拷锟斤拷锟斤拷锟酵拷锟斤拷锟斤拷伞锟絇IL锟斤拷锟斤拷锟节碉拷锟斤拷图片锟叫合筹拷锟斤拷同维锟斤拷锟斤拷锟斤拷鹊亩锟斤拷通锟斤拷锟斤拷
锟斤拷RGB图锟斤拷为锟斤拷锟斤拷每锟斤拷图片锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷通锟斤拷锟斤拷锟缴ｏ拷锟街憋拷为R锟斤拷G锟斤拷B通锟斤拷锟斤拷锟斤拷锟斤拷锟节灰讹拷图锟斤拷锟斤拷只锟斤拷一锟斤拷通锟斤拷锟斤拷
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Python锟斤拷元锟斤拷锟斤拷锟叫憋拷锟斤拷锟狡ｏ拷锟斤拷同之锟斤拷锟斤拷锟斤拷元锟斤拷锟皆拷夭锟斤拷锟斤拷薷锟�,元锟斤拷使锟斤拷小锟斤拷锟脚ｏ拷锟叫憋拷使锟矫凤拷锟斤拷锟脚ｏ拷元锟介创锟斤拷锟杰简单ｏ拷只锟斤拷要锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷元锟截ｏ拷锟斤拷使锟矫讹拷锟脚革拷锟斤拷锟斤拷锟缴★拷
锟斤拷锟斤拷getbands()锟斤拷使锟斤拷锟斤拷锟铰ｏ拷
图锟斤拷锟侥Ｊ斤拷锟斤拷锟斤拷锟酵硷拷锟斤拷锟斤拷锟酵猴拷锟斤拷锟截碉拷位锟斤拷锟斤拷锟斤拷前支锟斤拷锟斤拷锟斤拷模式锟斤拷
锟斤拷锟斤拷通锟斤拷mode锟斤拷锟皆讹拷取图锟斤拷锟侥Ｊ斤拷锟斤拷浞碉拷锟街碉拷前锟斤拷锟斤拷锟斤拷锟侥Ｊ斤拷锟斤拷址锟斤拷锟斤拷锟�
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锟斤拷PIL锟斤拷Python Imaging Library锟斤拷锟叫ｏ拷锟斤拷色锟藉（Palette锟斤拷锟斤拷一锟斤拷锟斤拷锟节存储锟酵癸拷锟斤拷锟斤拷色映锟斤拷幕锟斤拷啤锟斤拷锟缴拷锟酵拷锟斤拷锟酵硷拷锟斤拷锟斤拷锟斤拷锟斤拷色模式一锟斤拷使锟矫ｏ拷锟斤拷锟斤拷味锟斤拷图锟斤拷锟矫匡拷锟斤拷锟斤拷锟街碉拷锟街憋拷颖锟绞撅拷锟缴拷锟斤拷锟斤拷锟斤拷锟轿拷锟斤拷锟斤拷锟斤拷锟斤拷业锟缴拷锟斤拷械锟绞碉拷锟斤拷锟缴拷锟�
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锟斤拷锟斤拷锟斤拷色模式锟斤拷
锟斤拷色锟斤拷锟斤拷锟缴ｏ拷
使锟矫碉拷色锟斤拷锟酵硷拷锟斤拷式锟斤拷
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锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟矫碉拷色锟藉。
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锟斤拷锟斤拷锟斤拷哟锟斤拷锟斤拷锟揭伙拷锟斤拷锟缴拷澹伙拷锟绞癸拷锟斤拷锟斤拷锟斤拷锟缴Ｊ斤拷锟斤拷锟斤拷锟揭伙拷锟�8x8锟斤拷图锟今，诧拷通锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷值锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷使锟矫碉拷色锟斤拷锟叫碉拷锟斤拷色锟斤拷
使锟斤拷info锟斤拷锟皆匡拷锟斤拷为一锟斤拷图片锟斤拷锟斤拷一些锟斤拷锟斤拷锟斤拷息锟斤拷锟斤拷锟斤拷锟斤拷值锟斤拷锟襟。硷拷锟截和憋拷锟斤拷图锟斤拷锟侥硷拷时锟斤拷锟斤拷锟斤拷锟斤拷息锟斤拷要锟斤拷锟斤拷取锟斤拷锟斤拷锟侥硷拷锟斤拷式锟斤拷
锟斤拷锟斤拷info锟斤拷使锟斤拷锟斤拷锟铰ｏ拷
锟斤拷锟节斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟接筹拷锟轿伙拷锟斤拷锟斤拷锟斤拷锟截的硷拷锟轿诧拷锟斤拷锟斤拷PIL锟结供锟斤拷锟侥革拷锟斤拷同锟侥诧拷锟斤拷锟剿诧拷锟斤拷锟斤拷
Image模锟斤拷锟叫的凤拷锟斤拷 resize() 锟斤拷 thumbnail()锟矫碉拷锟斤拷锟剿诧拷锟斤拷锟斤拷
锟斤拷锟斤拷resize() 锟斤拷使锟斤拷锟斤拷锟铰ｏ拷
锟皆诧拷锟斤拷filter锟斤拷锟斤拷值锟侥伙拷锟斤拷锟斤拷锟斤拷resize()默锟斤拷使锟斤拷NEAREST锟剿诧拷锟斤拷锟斤拷锟斤拷锟揭癸拷锟斤拷锟斤拷锟斤拷瞬锟斤拷锟斤拷锟斤拷锟酵拷锟斤拷锟斤拷锟侥凤拷锟斤拷锟斤拷实锟街ｏ拷
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Image 锟斤拷锟结供锟斤拷 convert() 锟斤拷锟斤拷锟斤拷锟斤拷实锟斤拷图锟斤拷模式锟斤拷转锟斤拷锟斤拷锟矫猴拷锟斤拷锟结供锟剿讹拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟� mode锟斤拷matrix锟斤拷dither 锟饺ｏ拷锟斤拷锟斤拷锟斤拷丶锟斤拷牟锟斤拷锟斤拷锟� mode锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷
锟斤法锟斤拷
锟斤拷图锟斤拷锟斤拷锟斤拷锟斤拷锟叫撅拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷小锟斤拷糯锟酵硷拷锟斤拷锟斤拷锟斤拷锟絀mage 锟斤拷锟结供锟斤拷 resize() 锟斤拷锟斤拷锟杰癸拷实锟斤拷锟斤拷锟斤拷锟斤拷小锟酵放达拷图锟斤拷
锟斤法锟斤拷
图锟斤拷指锟斤拷锟斤拷图锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟截碉拷锟斤拷桑锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷图锟斤拷幕锟斤拷锟斤拷锟轿伙拷锟斤拷锟矫恳伙拷锟斤拷锟斤拷氐锟斤拷挚锟斤拷锟绞癸拷貌锟酵拷锟斤拷锟缴拷锟斤拷锟斤拷粘锟斤拷殖锟斤拷锟窖わ拷锟斤拷锟绞碉拷图锟斤拷 锟斤拷锟斤拷图锟斤拷姆锟斤拷锟斤拷锟较诧拷锟斤拷指锟侥撅拷锟斤拷图锟斤拷锟斤拷色锟侥凤拷锟斤拷秃喜锟�
示锟斤拷锟斤拷
Image 锟斤拷锟结供锟斤拷 merge() 锟斤拷锟斤拷锟斤拷锟斤拷实锟斤拷图锟斤拷暮喜锟斤拷锟斤拷锟斤拷锟阶拷猓硷拷锟较诧拷锟斤拷锟斤拷锟斤拷锟角碉拷锟斤拷图锟斤拷喜锟斤拷锟揭诧拷锟斤拷院喜锟斤拷锟斤拷锟斤拷锟斤拷系锟酵硷拷锟�
示锟斤拷锟斤拷
Image 锟斤拷也锟结供锟斤拷 blend() 锟斤拷锟斤拷锟斤拷锟斤拷锟� RGBA 模式锟斤拷图片锟斤拷PNG 锟斤拷式锟斤拷
锟斤法锟斤拷
Image 锟斤拷锟结供锟斤拷 crop() 锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟皆撅拷锟斤拷锟斤拷锟斤拷姆锟绞斤拷锟皆硷拷锟斤拷锟叫裁硷拷
锟斤法锟斤拷
box 锟斤拷一锟斤拷锟斤拷锟侥革拷锟斤拷锟街碉拷元锟斤拷锟斤拷锟� (x_锟斤拷锟斤拷,y_锟斤拷锟斤拷,x1_锟斤拷锟斤拷,y1_锟斤拷锟斤拷)锟斤拷锟街憋拷锟绞撅拷锟斤拷眉锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟较斤拷 x锟斤拷y 锟斤拷锟斤拷锟斤拷锟斤拷陆锟� x锟斤拷y 锟斤拷锟疥。默锟斤拷 (0,0) 锟斤拷示锟斤拷锟斤拷原锟姐，锟斤拷锟饺的凤拷锟斤拷为 x 锟结，锟竭度的凤拷锟斤拷为 y 锟结，每锟斤拷锟斤拷锟截碉拷锟斤拷锟揭伙拷锟斤拷锟轿�
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示锟斤拷锟斤拷锟斤拷锟斤拷锟铰ｏ拷
锟斤拷锟斤拷锟斤拷锟铰ｏ拷
原图图片效锟斤拷展示锟斤拷
锟揭度伙拷图片效锟斤拷展示锟斤拷
锟斤拷值锟斤拷图片效锟斤拷展示锟斤拷
锟斤拷锟斤拷锟斤拷锟铰ｏ拷
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锟侥讹拷
锟斤拷锟节猴拷锟斤拷锟斤拷锟斤拷系锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟�锟斤拷锟斤拷站锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟狡硷拷锟斤拷锟斤拷
频锟斤拷 锟斤拷锟斤拷频锟斤拷锟斤拷锟斤拷锟斤拷专锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷卓锟斤拷锟斤拷锟�锟斤拷app锟斤拷锟斤拷
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锟斤拷站锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟较达拷锟斤拷锟斤拷锟斤拷锟街凤拷锟斤拷陌锟饺拷锟斤拷敕拷始锟�[email protected]
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