Comparison of image contrast algorithm performance

Environment Win 7 SP1 (win) 4G Memory Intel Core i3-3120m 2.5GHz Python 3.6.0 pycharm 2017.1.3 PIL 1.1.7 Pillow 3.4.2 Numpy 1.1 4.2 (cp36) OpenCV 3.4.1 (cp36) Image catalog result C:. │├─1│└─car│benz-01.jpg│benz-02.jpg│benz-03.jpg│bmw-01.jpg│bmw-02.jpg│bmw-03.jpg│bmw-04.jpg│bmw-05.jpg│ BMW-06. Jpg│bmw-07.jpeg│bmw-10.jpg│bmw-11.jpg│bmw-12.jpg│bmw-13.jpg│bmw-14.jpg│bmw-15.jpg│bmw-16.jpg│bmw-17.jpg │bmw-20.jpg│bmw-21.jpg│bmw-22.jpg│bmw-23.jpg│hanmar-01.jpg│hanmar-02.jpg│hoccar-01.jpg│hoccar-02.jpg│jagu Ar-01.jpg│mazda-bugatti-01.jpg│mazda-bugatti-02.jpg│mazda-rx8-01.jpg│mazda-rx8-02.jpg│nanjing_003│├─nanjing│ Bmw-06.jpg│bmw-07.jpg│nanjing_001.jpg│nanjing_0011.jpeg│nanjing_002.jpg│nanjing_004.jpg│nanjing_005.jpg│whit E-10.jpg│├─scenery│scenery_001.jpg│scenery_002.jpg│scenery_003.jpg│scenery_004.jpg│scenery_005.jpg│scenery_0 06.jpg│scenery_007.jpg│scenery_008.jpg│scenery_009.jpg│scenery_010.jpg│scenery_011.jpG│scenery_012.jpg│scenery_013.jpg│scenery_014.jpg│scenery_015.jpg│scenery_016.jpg│scenery_017.jpg│scenery_01 8.jpg│scenery_019.jpg│scenery_020.jpg│scenery_021.jpg│scenery_022.jpg│scenery_023.jpg│scenery_024.jpg│scener Y_025.jpg│scenery_026.jpg│scenery_027.jpg│scenery_028.jpg│scenery_029.jpg│scenery_030.jpg│scenery_031.jpg│sc Enery_032.jpg│scenery_033.jpg│scenery_034.jpg│scenery_035.jpg│scenery_036.jpg│scenery_037.jpg│scenery_038.jpg │scenery_039.jpg│scenery_040.jpg│scenery_041.jpg│scenery_042.jpg│scenery_043.jpg│scenery_044.jpg│scenery_045. Jpg│scenery_046.jpg│scenery_047.jpg│scenery_048.jpg│scenery_049.jpg│scenery_050.jpg│scenery_051.jpg│scenery_ 052.jpg│scenery_053.jpg│scenery_054.jpg│scenery_055.jpg│scenery_056.jpg│scenery_057.jpg│scenery_058.jpg│scen Ery_059.jpg│scenery_060.jpg│scenery_061.jpg│scenery_062.jpg│scenery_063.jpg│scenery_064.jpg│scenery_065.jpg│ Scenery_066.jpg│scenerY_067.jpg│scenery_068.jpg│scenery_069.png│scenery_0690.jpg│scenery_070.jpg│scenery_071.jpeg│scenery_072.jpg│ scenery_073.jpg│scenery_074.jpg│scenery_075.jpg│scenery_076.jpg│scenery_077.jpg│scenery_078.jpg│scenery_079.jp G│scenery_080.jpg│scenery_081.jpg│scenery_082.jpg│scenery_083.jpg│scenery_084.jpg│scenery_085.jpg│scenery_08 6.jpg│scenery_087.jpg│scenery_088.jpg│scenery_089.jpg│scenery_090.jpg│scenery_091.jpg│scenery_092.jpg│scener Y_093.jpg│scenery_094.jpg│scenery_095.jpg│scenery_096.jpg│scenery_097.jpg│scenery_098.jpg│scenery_099.jpg│sc Enery_100.jpg│scenery_101.jpg│scenery_102.jpg│scenery_103.jpg│scenery_104.jpg│scenery_105.jpg│scenery_106.jpg │scenery_107.jpg│scenery_108.jpg│scenery_109.jpg│scenery_110.jpg│scenery_111.jpg│scenery_112.jpg│scenery_113. Jpg│scenery_114.jpg│scenery_115.jpg│scenery_116.jpg│scenery_117.jpg│scenery_118.jpg│scenery_119.jpg│scenery_ 120.jpg│scenery_121.jpG│scenery_122.jpg│scenery_123.jpg│scenery_124.jpg│scenery_125.jpg│scenery_126.jpg│scenery_127.jpg│scenery_12 8.jpg│scenery_129.jpg│scenery_130.jpg│scenery_131.jpg│scenery_132.jpg│scenery_133.jpg│scenery_134.jpg│scener Y_135.jpg│scenery_136.jpg│scenery_137.jpg│scenery_138.jpg│scenery_139.jpg│scenery_140.jpg│scenery_141.jpg│sc Enery_142.jpg│scenery_143.jpg│scenery_144.jpg│scenery_145.jpg│scenery_146.jpg│scenery_147.jpg│scenery_148.jpg │scenery_149.jpg│scenery_150.jpg│scenery_151.jpg│scenery_152.jpg│scenery_153.jpg│scenery_154.jpg│scenery_155. Jpg│scenery_156.jpg│scenery_157.jpg│scenery_158.jpg│scenery_159.jpg│scenery_160.jpg│scenery_161.jpg│scenery_ 162.jpg│scenery_163.jpg│scenery_164.jpg│scenery_165.jpg│scenery_166.jpg│scenery_167.jpg│scenery_168.jpg│scen Ery_169.jpg│scenery_170.jpg│scenery_171.jpg│scenery_172.jpg│scenery_173.jpg│scenery_174.jpg│scenery_175.jpg│ Scenery_176.jpg│scenerY_177.jpg│scenery_178.jpg│scenery_179.jpg│scenery_180.jpg│scenery_181.jpg│scenery_182.jpg│scenery_183.jpg│sc Enery_184.jpg│scenery_185.jpg│scenery_186.jpg│scenery_187.jpg│scenery_188.jpg│scenery_189.jpg│scenery_190.jpg │scenery_191.jpg│scenery_192.jpg│scenery_193.jpg│scenery_194.jpg│scenery_195.jpg│scenery_196.jpg│├─white│19 349072ad479d6b359bf7fe.jpg│wallpaper-targaryen-1600.jpg│white-01.jpg│white-02.jpg│white-03.jpg│white-04.jpg│wh Ite-05.jpg│white-06.jpg│white-07.jpg│white-08.jpg│white-09.jpg│white-10.jpg│white-11.jpg│white-12.jpg│whit e-13.jpg│white-14.jpg│white-15.jpg│white-16.jpg│white-17.jpg│white-18.jpg│└─ right of the game 19349072ad479d6b359bf7fe.jpg 20110325151857264.jpg 7c10bf24638dceab0bd187ae.jpg 7dcf62950af7bf19f31fe75c.jpg 80cc7cd9a79e36a039012fb3.jpg F45d1cb36f91d67863d09fa1.jpg hanmar-01.jpg mazda-bugatti-01.jpg scenery_011.jpg wallpaper-arryn-1600.jpg Wallpaper-baratheon-1600.jpg WALLPAPER-GREYJOY-1600.JPG Wallpaper-lannister-1600.jpg Wallpaper-stark-1600.jpg wallpaper-targaryen-1600.jpg wallpaper-tully-1600.jpg White-13.jpg white-17.jpg same picture picture: c:/users/x230/desktop/test/1/car/bmw-06. Jpg::::::c:/users/x230/desktop/test/nanjing/bmw-06.jpg Picture same: C:/users/x230/desktop/test/1/car/bmw-07.jpeg::::::c :/users/x230/desktop/test/nanjing/bmw-07.jpg picture same: c:/users/x230/desktop/test/1/car/hanmar-01.jpg::::::c:/users/ x230/desktop/test/Right game/hanmar-01.jpg picture same: c:/users/x230/desktop/test/1/car/mazda-bugatti-01.jpg::::::c:/users/ x230/desktop/test/Right game/mazda-bugatti-01.jpg picture same: C:/users/x230/desktop/test/nanjing/white-10.jpg::::::c:/users /x230/desktop/test/white/white-10.jpg Picture same: c:/users/x230/desktop/test/scenery/scenery_011.jpg::::::c:/users/ x230/desktop/test/Right game/scenery_011.jpg picture same: c:/users/x230/desktop/test/scenery/scenery_088.jpg::::::c:/users/ X230/desktop/test/scenery/scenery_141.jpg Picture same: C:/users/x230/desktop/test/scenery/scenery_104.jpg::::::c:/users /x230/desktop/test/scenery/scenery_134.JPG pictures The same: c:/users/x230/desktop/test/white/19349072ad479d6b359bf7fe.jpg::::::c:/users/x230/desktop/test/Right game/ 19349072ad479d6b359bf7fe.jpg Picture same: c:/users/x230/desktop/test/white/wallpaper-targaryen-1600.jpg::::::c:/users/ x230/desktop/test/Right game/wallpaper-targaryen-1600.jpg picture same: C:/users/x230/desktop/test/white/white-13.jpg::::::c :/users/x230/desktop/test/right game/white-13.jpg picture same: c:/users/x230/desktop/test/white/white-17.jpg::::::c:/users/ x230/desktop/test/Right game/white-17.jpg picture same: c:/users/x230/desktop/test/scenery/scenery_069.png::::::c:/users/x230 /desktop/test/scenery/scenery_0690.jpg--picture same But different size performance comparison (unit: s) algorithm run 1 run 2 run 3 run 4 run 5 AVG Ahash 35 38 37 Panax Notoginseng Phash 2046 2021 2037-2035 Dhash #DIV/0!

Comparison of image contrast algorithm performance