Please refer to RISCV Platform Guide.
Please refer to RISCV Platform Guide.
- Information of mathines:
- Board: AllWinner D1
- CPU: XuanTie C906 (1 core, 1GHz)
- Memory: 2 GB
- OS: Debian by PerfXLab
- Toolchains:
- Data from PPLCV Since the toolchain package for OpenCV v4.5.5 cannot compile the intrinsics used by PPLCV, the test data is tested by the toolchain package for OpenCV v4.4.
- Data from OpenCV In order to control variables and ensure the unified toolchain, we tested the performance data from OpenCV based on the toolchain package for OpenCV v4.4; in addition, since the toolchain package for OpenCV v4.4 is not optimized for the RVV vector instruction set, we also tested the performance data from OpenCV based on the toolchain package for OpenCV v4.5.5 with RVV optimization.
Due to the diversity of input image sizes, we test multiple cases with different image sizes.
In each case with fixed image size, there are three kinds of data, which are the data tested by PPLCV with Toolchain1, the data tested by OpenCV with Toolchain1 and the data tested by OpenCV with Toolchain2. They all run on a serial of parameter combinations covering common usage and the elapsed time is recorded. Besides the particular parameters of a funciton, the supported data types(uchar/float) and the channels(1/3/4) are tested for each function.
We describe performance in terms of fames per second(fps).
The illustration about tabular data:
- (xx,xx,xx)(uchar) : (channel-1,channel-3,channel-4)(uchar)
- (xx,xx,xx)(float) : (channel-1,channel-3,channel-4)(float)
- (xx)(uchar/float) : Some operators have the fixed channel implementation, so there is only one result in brackets.
- (--,--,--)(uchar/float) : Due to the illegal instructions error during compilation with Toolchain2 in OpenCV, the performance data of some operators cannot be obtained.
| function | PPLCV | OpenCV v4.4 | OpenCV v4.5.5 |
|---|---|---|---|
| Add | (7025.57,1503.77,645.433)(uchar) (2242.89,729.383,543.484)(float) |
(1697.23,568.16,425.678)(uchar) (799.562,264.425,198.817)(float) |
(2375.86,797.43,553.52)(uchar) (519.93,184.80,134.00)(float) |
| AddWeighted | (3106.88,1000.61,754.552)(uchar) (1297.78,447.633,300.76)(float) |
(506.68,169.254,126.818)(uchar) (686.836,227.614,165.973)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Subtract | (7023.42,1490.48,647.812)(uchar) (2237.95,721.617,546.056)(float) |
(1693.54,557.489,424.135)(uchar) (800.871,265.577,199.112)(float) |
(2368.00,795.082,560.073)(uchar) (554.764,178.787,134.273)(float) |
| Mul | (6651.76,1417.04,614.72)(uchar) (2251.88,722.524,546.221)(float) |
(1208.11,405.246,304.114)(uchar) (798.71,265.548,198.62)(float) |
(2121.32,710.781,510.922)(uchar) (554.221,179.631,132.901)(float) |
| Div | (3280.87,1097.92,712.847)(uchar) (920.42,308.232,228.638)(float) |
(307.395,102.53,76.9158)(uchar) (454.674,150.205,110.769)(float) |
(599.243,200.188,150.005)(uchar) (420.187,140.094,104.80)(float) |
| BGR2BGRA | (1807.62)(uchar) (811.11)(float) |
(1083.7)(uchar) (830.37)(float) |
(3731.82)(uchar) (991.22)(float) |
| BGRA2BGR | (1787.94)(uchar) (605.86)(float) |
(1166.65)(uchar) (909.73)(float) |
(3369.75)(uchar) (948.99)(float) |
| BGR2GRAY | (2045.9)(uchar) (1893.48)(float) |
(741.83)(uchar) (465.83)(float) |
(645.61)(uchar) (1199.06)(float) |
| BGRA2GRAY | (1977.18)(uchar) (1639.55)(float) |
(738.96)(uchar) (458.09)(float) |
(631.94)(uchar) (1041.75)(float) |
| GRAY2BGR | (2328.55)(uchar) (1772.8)(float) |
(935.61)(uchar) (338.65)(float) |
(6526.73)(uchar) (1882.83)(float) |
| GRAY2BGRA | (792.56)(uchar) (267.76)(float) |
(739.10)(uchar) (261.21)(float) |
(6190.61)(uchar) (1567.43)(float) |
| NV2BGR (NV122RGB_MODE) |
(448.274)(uchar) (-)(float) |
(231.402)(uchar) (-)(float) |
(417.745)(uchar) (-)(float) |
| NV2BGR (NV122BGR_MODE) |
(448.294)(uchar) (-)(float) |
(230.561)(uchar) (-)(float) |
(436.692)(uchar) (-)(float) |
| NV2BGR (NV212RGB_MODE) |
(450.548)(uchar) (-)(float) |
(231.532)(uchar) (-)(float) |
(417.771)(uchar) (-)(float) |
| NV2BGR (NV212BGR_MODE) |
(450.599)(uchar) (-)(float) |
(230.877)(uchar) (-)(float) |
(437.199)(uchar) (-)(float) |
| Color2YUV420 (RGB2I420_MODE) |
(677.007)(uchar) (-)(float) |
(451.565)(uchar) (-)(float) |
(792.686)(uchar) (-)(float) |
| Color2YUV420 (BGR2I420_MODE) |
(676.875)(uchar) (-)(float) |
(483.716)(uchar) (-)(float) |
(807.86)(uchar) (-)(float) |
| Color2YUV420 (RGB2YV12_MODE) |
(677.485)(uchar) (-)(float) |
(451.452)(uchar) (-)(float) |
(787.36)(uchar) (-)(float) |
| Color2YUV420 (BGR2YV12_MODE) |
(677.011)(uchar) (-)(float) |
(484.042)(uchar) (-)(float) |
(802.806)(uchar) (-)(float) |
| YUV4202Color (I4202RGB_MODE) |
(434.6)(uchar) (-)(float) |
(228.633)(uchar) (-)(float) |
(416.665)(uchar) (-)(float) |
| YUV4202Color (I4202BGR_MODE) |
(435.145)(uchar) (-)(float) |
(229.485)(uchar) (-)(float) |
(418.502)(uchar) (-)(float) |
| YUV4202Color (YV122RGB_MODE) |
(433.781)(uchar) (-)(float) |
(229.887)(uchar) (-)(float) |
(415.477)(uchar) (-)(float) |
| YUV4202Color (YV122BGR_MODE) |
(434.371)(uchar) (-)(float) |
(229.446)(uchar) (-)(float) |
(418.732)(uchar) (-)(float) |
| CopyMakeborder (BORDER_CONSTANT) |
(3707.6600,2335.6800,3557.6200)(uchar) (2232.1600,1010.9000,828.5250)(float) |
(5799.5900,3068.3100,2507.9700)(uchar) (2511.4800,1046.7500,888.7030)(float) |
(5832.1400,2988.2800,2579.3900)(uchar) (2588.3500,1046.6400,869.0830)(float) |
| CopyMakeborder (BORDER_REPLICATE) |
(3445.5800,2247.7900,1942.0500)(uchar) (2205.5500,1001.3300,793.1180)(float) |
(3586.3500,2221.6700,2209.4400)(uchar) (2210.8700,987.5970,795.6220)(float) |
(3635.3600,2173.2800,2211.3100)(uchar) (2201.1200,978.1700,780.1600)(float) |
| CopyMakeborder (BORDER_REFLECT) |
(3439.9200,2237.3500,1940.9300)(uchar) (2195.2400,998.5460,788.7660)(float) |
(3595.1000,2221.0600,2209.1000)(uchar) (2207.0100,984.2030,793.4850)(float) |
(3629.1500,2163.9100,2200.1200)(uchar) (2185.4300,973.9730,776.6040)(float) |
| CopyMakeborder (BORDER_REFLECT101) |
(3447.1700,2246.1700,1942.2200)(uchar) (2199.1100,998.1840,789.7650)(float) |
(3601.6800,2214.1000,2208.9400)(uchar) (2207.8300,982.5590,791.8290)(float) |
(3633.1600,2165.7800,2208.6400)(uchar) (2192.1500,974.0990,777.1230)(float) |
| Dilate (k3x3) |
(1653.3400,614.8140,453.8970)(uchar) (547.2540,145.5130,109.9030)(float) |
(412.2870,139.2300,105.2140)(uchar) (218.2330,63.1068,45.8709)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Dilate (k5x5) |
(766.2550,317.7950,248.1010)(uchar) (302.9960,86.7132,55.3967)(float) |
(297.5410,99.6072,73.8433)(uchar) (154.1220,43.8696,30.8186)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Erode (k3x3) |
(1317.1700,620.4460,498.5980)(uchar) (491.2800,200.3740,114.5190)(float) |
(412.1360,138.4390,104.5760)(uchar) (216.6890,63.0695,46.7089)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Erode (k5x5) |
(691.79,323.80,263.31)(uchar) (261.89,106.60,56.89)(float) |
(297.61,99.29,73.59)(uchar) (153.50,43.08,30.13)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Flip (mode:-1) |
(5459.33,1431.88,1162.93)(uchar) (940.28,625.63,551.91)(float) |
(1557.48,521.92,395.93)(uchar) (395.83,123.02,90.00)(float) |
(2591.59,611.82,637.37)(uchar) (644.99,241.64,142.12)(float) |
| Flip (mode:0) |
(7759.32,5734.22,5115.27)(uchar) (3332.59,1898.71,1626.56)(float) |
(3222.87,1199.65,944.83)(uchar) (941.24,334.71,232.36)(float) |
(3175.35,1102.03,915.60)(uchar) (913.18,330.11,224.47)(float) |
| Flip (mode:1) |
(4262.03,1423.02,1176.99)(uchar) (935.67,625.55,550.31)(float) |
(1999.53,720.07,506.04)(uchar) (506.25,137.22,113.00)(float) |
(3659.43,728.16,846.43)(uchar) (848.66,288.50,182.89)(float) |
| Resize (INTERPOLATION_NEAREST_LINEAR) (320/240/640/480) |
(247.29,81.15,75.67)(uchar) (231.19,81,43,78.19)(float) |
(118.02,39.77,29.37)(uchar) (161.54,51.32,35.01)(float) |
(206.68,47.43,36.23)(uchar) (187.28,43.50,31,16)(float) |
| Resize (INTERPOLATION_NEAREST_POINT) (320/240/640/480) |
(962.85,223.01,814.56)(uchar) (749.58,162.78,127.38)(float) |
(557.23,228.55,298.05)(uchar) (296.52,158.83,76.49)(float) |
(559.25,227.78,297.32)(uchar) (297.07,160.50,27.90)(float) |
| Resize (INTERPOLATION_AREA) (320/240/640/480) |
(247.88,81.38,75.51)(uchar) (231.54,77.55,76.63)(float) |
(118.20,39.92,29.54)(uchar) (163.17,51.71,35.21)(float) |
(206.52,47.57,36.21)(uchar) (188.24,43.54,30.93)(float) |
| WarpAffine (Interpolation_linear+Border_constant) |
(122.45,39.17,79.32)(uchar) (98.71,50.77,40.85)(float) |
(105.00,84.94,86.24)(uchar) (94.37,67.42,72.24)(float) |
(153.45,67.84,64.88)(uchar) (99.46,67.94,47.77)(float) |
| WarpAffine (Interpolation_linear+Border_replicate) |
(176.23,57.95,86.96)(uchar) (169.20,56.32,38.23)(float) |
(80.54,53.13,53.11)(uchar) (72.77,58.22,63.10)(float) |
(87.71,41.60,41.29)(uchar) (94.62,49.70,40.31)(float) |
| WarpAffine (Interpolation_linear+Border_transparent) |
(116.16,51.15,66.50)(uchar) (115.34,58.52,52.60)(float) |
(137.30,76.58,123.93)(uchar) (127.21,106.05,67.76)(float) |
(149.23,56.21,74.64)(uchar) (130.76,54.95,59.38)(float) |
| WarpAffine (Interpolation_nearest_point+Border_constant) |
(857.96,472.67,618.08)(uchar) (643.74,360.72,254.93)(float) |
(225.06,156.35,148.33)(uchar) (214.70,142.96,176.15)(float) |
(393.35,195.58,234.78)(uchar) (338.46,198.13,215.80)(float) |
| WarpAffine (Interpolation_nearest_point+Border_replicate) |
(1037.22,529.82,568.16)(uchar) (548.95,537.74,192.03)(float) |
(198.07,126.18,123.14)(uchar) (188.13,161.62,124.16)(float) |
(267.83,159.13,151.49)(uchar) (226.19,92.31,148.92)(float) |
| WarpAffine (Interpolation_nearest_point+Border_transparent) |
(1099.20,540.88,754.99)(uchar) (785.35,533.69,139.03)(float) |
(246.21,151.03,232.75)(uchar) (159.41,176.40,175.77)(float) |
(429.14,336.95,508.27)(uchar) (357.31,292.69,361.01)(float) |
| function | PPLCV | OpenCV v4.4 | OpenCV v4.5.5 |
|---|---|---|---|
| Add | (645.29,212.70,159.53)(uchar) (534.54,177.49,135.80)(float) |
(425.84,140.75,105.46)(uchar) (199.31,66.22,49.91)(float) |
(583.65,179.14,135.90)(uchar) (134.20,41.38,35.95)(float) |
| AddWeighted | (754.54,236.46,175.89)(uchar) (317.56,98.28,82.74)(float) |
(126.89,42.27,31.52)(uchar) (168.91,56.39,42.67)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Subtract | (647.47,213.07,160.03)(uchar) (543.78,180.28,135.53)(float) |
(424.26,140.37,105.33)(uchar) (199.22,66.17,49.96)(float) |
(583.46,178.34,135.89)(uchar) (135.40,47.20,36.01)(float) |
| Mul | (614.16,201.73,152.00)(uchar) (544.94,179.87,135.59)(float) |
(302.49,101.08,75.81)(uchar) (199.10,66.09,49.97)(float) |
(528.21,164.79,124.57)(uchar) (135.46,47.32,35.96)(float) |
| Div | (780.13,251.16,192.64)(uchar) (228.36,77.14,58.06)(float) |
(76.92,25.59,19.20)(uchar) (110.73,36.45,27.30)(float) |
(149.89,49.99,37.49)(uchar) (105.74,35.61,26.94)(float) |
| BGR2BGRA | (413.73)(uchar) (143.703)(float) |
(271.043)(uchar) (222.974)(float) |
(935.668)(uchar) (253.089)(float) |
| BGRA2BGR | (441.351)(uchar) (185.206)(float) |
(292.948)(uchar) (239.695)(float) |
(883.901)(uchar) (250.521)(float) |
| BGR2GRAY | (507.978)(uchar) (465.021)(float) |
(185.15)(uchar) (118.458)(float) |
(162.779)(uchar) (313.198)(float) |
| BGRA2GRAY | (484.054)(uchar) (404.309)(float) |
(184.989)(uchar) (115.667)(float) |
(160.808)(uchar) (272.214)(float) |
| GRAY2BGR | (583.82)(uchar) (441.903)(float) |
(234.219)(uchar) (86.01)(float) |
(1697.1)(uchar) (498.409)(float) |
| GRAY2BGRA | (197.628)(uchar) (66.982)(float) |
(185.569)(uchar) (66.187)(float) |
(1556.07)(uchar) (410.557)(float) |
| NV2BGR (NV122RGB_MODE) |
(111.184)(uchar) (-)(float) |
(57.552)(uchar) (-)(float) |
(105.114)(uchar) (-)(float) |
| NV2BGR (NV122BGR_MODE) |
(111.22)(uchar) (-)(float) |
(56.968)(uchar) (-)(float) |
(109.785)(uchar) (-)(float) |
| NV2BGR (NV212RGB_MODE) |
(111.753)(uchar) (-)(float) |
(57.445)(uchar) (-)(float) |
(105.109)(uchar) (-)(float) |
| NV2BGR (NV212BGR_MODE) |
(111.751)(uchar) (-)(float) |
(57.396)(uchar) (-)(float) |
(109.814)(uchar) (-)(float) |
| Color2YUV420 (RGB2I420_MODE) |
(169.819)(uchar) (-)(float) |
(114.868)(uchar) (-)(float) |
(202.303)(uchar) (-)(float) |
| Color2YUV420 (BGR2I420_MODE) |
(170.213)(uchar) (-)(float) |
(123.641)(uchar) (-)(float) |
(207.551)(uchar) (-)(float) |
| Color2YUV420 (RGB2YV12_MODE) |
(170.24)(uchar) (-)(float) |
(114.845)(uchar) (-)(float) |
(201.786)(uchar) (-)(float) |
| Color2YUV420 (BGR2YV12_MODE) |
(170.266)(uchar) (-)(float) |
(123.556)(uchar) (-)(float) |
(205.724)(uchar) (-)(float) |
| YUV4202Color (I4202RGB_MODE) |
(109.018)(uchar) (-)(float) |
(57.41)(uchar) (-)(float) |
(104.649)(uchar) (-)(float) |
| YUV4202Color (I4202BGR_MODE) |
(108.994)(uchar) (-)(float) |
(57.412)(uchar) (-)(float) |
(105.17)(uchar) (-)(float) |
| YUV4202Color (YV122RGB_MODE) |
(108.527)(uchar) (-)(float) |
(57.32)(uchar) (-)(float) |
(104.464)(uchar) (-)(float) |
| YUV4202Color (YV122BGR_MODE) |
(109.011)(uchar) (-)(float) |
(57.21)(uchar) (-)(float) |
(105.154)(uchar) (-)(float) |
| CopyMakeborder (BORDER_CONSTANT) |
(1630.82,794.45,950.87)(uchar) (726.08,294.80,232.19)(float) |
(2289.14,934.88,765.13)(uchar) (766.50,300.95,244.72)(float) |
(2225.73,941.27,762.53)(uchar) (771.41,299.20,239.97)(float) |
| CopyMakeborder (BORDER_REPLICATE) |
(1504.62,778.78,666.87)(uchar) (728.46,292.05,226.19)(float) |
(1552.74,775.18,725.59)(uchar) (726.01,290.73,228.31)(float) |
(1491.68,774.23,715.38)(uchar) (713.38,287.46,224.56)(float) |
| CopyMakeborder (BORDER_REFLECT) |
(1498.18,778.54,664.70)(uchar) (724.25,291.45,226.01)(float) |
(1545.96,773.26,724.62)(uchar) (722.97,289.83,227.67)(float) |
(1493.02,773.89,714.17)(uchar) (711.78,286.70,224.37)(float) |
| CopyMakeborder (BORDER_REFLECT101) |
(1498.36,780.14,665.58)(uchar) (727.00,291.48,226.08)(float) |
(1548.29,774.31,725.40)(uchar) (724.96,290.24,227.60)(float) |
(1483.72,773.57,715.91)(uchar) (710.38,286.45,223.92)(float) |
| Dilate (k3x3) |
(444.86,155.04,117.33)(uchar) (140.64,35.99,18.46)(float) |
(105.65,34.36,25.86)(uchar) (54.32,15.62,11.71)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Dilate (k5x5) |
(227.34,89.62,65.98)(uchar) (81.88,16.89,10.76)(float) |
(75.85,24.31,17.70)(uchar) (36.56,10.50,7.42)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Erode (k3x3) |
(432.07,174.61,135.96)(uchar) (131.89,48.67,18.58)(float) |
(105.30,33.84,25.54)(uchar) (54.32,15.61,11.60)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Erode (k5x5) |
(223.39,91.92,72.06)(uchar) (70.58,23.74,10.74)(float) |
(75.66,24.14,17.76)(uchar) (35.87,10.43,7.63)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Flip (mode:-1) |
(1382.62,358.06,289.67)(uchar) (235.63,158.39,137.41)(float) |
(399.37,127.18,93.60)(uchar) (93.49,30.67,23.26)(float) |
(632.83,159.88,139.55)(uchar) (139.77,60.77,36.80)(float) |
| Flip (mode:0) |
(2672.75,1743.99,1488.02)(uchar) (951.05,487.85,405.17)(float) |
(861.67,324.18,250.59)(uchar) (250.31,85.42,65.11)(float) |
(832.08,317.76,243.00)(uchar) (240.28,78.29,59.48)(float) |
| Flip (mode:1) |
(1238.06,356.72,292.80)(uchar) (234.15,162.11,139.31)(float) |
(511.03,161.04,108.71)(uchar) (108.75,35.12,28.40)(float) |
(892.51,186.30,167.93)(uchar) (167.60,74.82,45.87)(float) |
| Resize (INTERPOLATION_NEAREST_LINEAR) (640/480/320/240) |
(3160.96,336.383,578.59)(uchar) (755.676,328.05,77.415)(float) |
(865.89,318.809,252.087)(uchar) (193.023,50.93,38.31)(float) |
(2002.27,203.01,567.041)(uchar) (774.865,50.875,73.68)(float) |
| Resize (INTERPOLATION_NEAREST_POINT) (640/480/320/240) |
(2949.32,779.33,989.628)(uchar) (1049.17,646.455,491.99)(float) |
(1876.47,809.70,889.35)(uchar) (886.13,609.72,99.41)(float) |
(1818.71,785.21,761.14)(uchar) (761.46,558.664,68.27)(float) |
| Resize (INTERPOLATION_AREA) (640/480/320/240) |
(2724.61,343.25,587.92)(uchar) (759.29,327.54,77.71)(float) |
(867.26,319.49,252.86)(uchar) (195.77,50.95,38.35)(float) |
(2002.84,203.03,567.35)(uchar) (760.34,50.99,73.73)(float) |
| WarpAffine (Interpolation_linear+Border_constant) |
(18.68,17.27,20.07)(uchar) (16.93,10.67,8.42)(float) |
(31.54,22.23,16.76)(uchar) (26.39,17.77,19.20)(float) |
(32.22,13.68,18.06)(uchar) (35.77,15.34,13.02)(float) |
| WarpAffine (Interpolation_linear+Border_replicate) |
(17.54,16.99,19.64)(uchar) (17.06,8.00,7.33)(float) |
(20.59,15.16,12.98)(uchar) (20.28,12.42,12.64)(float) |
(21.56,9.71,10.09)(uchar) (20.89,15.97,11.98)(float) |
| WarpAffine (Interpolation_linear+Border_transparent) |
(30.72,17.28,15.72)(uchar) (16.55,13.93,12.01)(float) |
(36.50,21.72,18.45)(uchar) (31.16,17.06,11.84)(float) |
(39.98,19.31,29.34)(uchar) (22.38,28.44,16.54)(float) |
| WarpAffine (Interpolation_nearest_point+Border_constant) |
(174.53,101.74,116.32)(uchar) (133.93,78.70,53.94)(float) |
(56.88,42.71,23.10)(uchar) (53.85,42.11,38.65)(float) |
(95.72,58.99,55.95)(uchar) (83.41,38.15,43.26)(float) |
| WarpAffine (Interpolation_nearest_point+Border_replicate) |
(197.79,112.47,183.86)(uchar) (69.82,27.49,77.70)(float) |
(47.36,49.32,35.37)(uchar) (34.99,35.46,21.73)(float) |
(72.93,52.97,30.38)(uchar) (68.35,26.09,28.11)(float) |
| WarpAffine (Interpolation_nearest_point+Border_transparent) |
(242.07,75.20,140.35)(uchar) (76.28,99.27,93.58)(float) |
(61.64,57.92,50.82)(uchar) (62.26,65.67,52.72)(float) |
(98.00,104.37,55.20)(uchar) (88.29,59.85,96.34)(float) |
| function | PPLCV | OpenCV v4.4 | OpenCV v4.5.5 |
|---|---|---|---|
| Add | (211.97,70.61,55.29)(uchar) (174.13,59.42,44.91)(float) |
(140.74,47.13,35.37)(uchar) (66.20,22.28,16.58)(float) |
(179.35,60.94,47.28)(uchar) (42.87,12.79,11.81)(float) |
| AddWeighted | (238.70,74.23,55.88)(uchar) (102.53,22.49,21.42)(float) |
(42.27,14.11,10.58)(uchar) (56.13,18.70,14.10)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Subtract | (212.65,71.28,54.42)(uchar) (180.34,60.05,44.85)(float) |
(140.40,46.91,35.23)(uchar) (66.07,22.29,16.57)(float) |
(178.86,60.93,47.36)(uchar) (47.35,16.10,11.82)(float) |
| Mul | (201.27,68.22,51.09)(uchar) (179.44,59.60,44.88)(float) |
(101.10,33.79,25.33)(uchar) (66.01,22.23,16.58)(float) |
(164.82,55.95,43.31)(uchar) (47.26,16.11,11.81)(float) |
| Div | (245.47,88.73,61.31)(uchar) (75.38,25.56,19.18)(float) |
(25.64,8.53,6.40)(uchar) (36.42,12.10,9.09)(float) |
(49.99,16.68,12.51)(uchar) (35.62,12.02,8.90)(float) |
| BGR2BGRA | (126.65)(uchar) (43.82)(float) |
(91.725)(uchar) (78.57)(float) |
(327.04)(uchar) (87.893)(float) |
| BGRA2BGR | (147.741)(uchar) (74.096)(float) |
(99.677)(uchar) (82.23)(float) |
(312.884)(uchar) (85.711)(float) |
| BGR2GRAY | (168.788)(uchar) (155.211)(float) |
(62.358)(uchar) (39.582)(float) |
(55.022)(uchar) (106.61)(float) |
| BGRA2GRAY | (161.06)(uchar) (136.192)(float) |
(61.99)(uchar) (38.652)(float) |
(54.572)(uchar) (92.276)(float) |
| GRAY2BGR | (194.401)(uchar) (146.89)(float) |
(78.245)(uchar) (28.811)(float) |
(583.923)(uchar) (171.158)(float) |
| GRAY2BGRA | (65.928)(uchar) (22.20)(float) |
(61.989)(uchar) (22.23)(float) |
(529.824)(uchar) (139.76)(float) |
| NV2BGR (NV122RGB_MODE) |
(37.071)(uchar) (-)(float) |
(18.787)(uchar) (-)(float) |
(35.009)(uchar) (-)(float) |
| NV2BGR (NV122BGR_MODE) |
(37.094)(uchar) (-)(float) |
(18.708)(uchar) (-)(float) |
(36.692)(uchar) (-)(float) |
| NV2BGR (NV212RGB_MODE) |
(37.243)(uchar) (-)(float) |
(18.764)(uchar) (-)(float) |
(35.043)(uchar) (-)(float) |
| NV2BGR (NV212BGR_MODE) |
(37.202)(uchar) (-)(float) |
(18.713)(uchar) (-)(float) |
(36.692)(uchar) (-)(float) |
| Color2YUV420 (RGB2I420_MODE) |
(56.469)(uchar) (-)(float) |
(38.643)(uchar) (-)(float) |
(68.536)(uchar) (-)(float) |
| Color2YUV420 (BGR2I420_MODE) |
(56.677)(uchar) (-)(float) |
(41.666)(uchar) (-)(float) |
(69.922)(uchar) (-)(float) |
| Color2YUV420 (RGB2YV12_MODE) |
(56.629)(uchar) (-)(float) |
(38.749)(uchar) (-)(float) |
(67.988)(uchar) (-)(float) |
| Color2YUV420 (BGR2YV12_MODE) |
(56.662)(uchar) (-)(float) |
(41.587)(uchar) (-)(float) |
(69.506)(uchar) (-)(float) |
| YUV4202Color (I4202RGB_MODE) |
(36.424)(uchar) (-)(float) |
(18.832)(uchar) (-)(float) |
(34.933)(uchar) (-)(float) |
| YUV4202Color (I4202BGR_MODE) |
(36.414)(uchar) (-)(float) |
(18.699)(uchar) (-)(float) |
(35.046)(uchar) (-)(float) |
| YUV4202Color (YV122RGB_MODE) |
(36.432)(uchar) (-)(float) |
(18.83)(uchar) (-)(float) |
(34.945)(uchar) (-)(float) |
| YUV4202Color (YV122BGR_MODE) |
(36.429)(uchar) (-)(float) |
(18.796)(uchar) (-)(float) |
(35.071)(uchar) (-)(float) |
| CopyMakeborder (BORDER_CONSTANT) |
(733.49,336.80,335.50)(uchar) (281.95,107.61,83.31)(float) |
(905.09,367.86,296.22)(uchar) (296.37,108.21,85.43)(float) |
(922.96,375.51,296.00)(uchar) (300.96,107.42,83.56)(float) |
| CopyMakeborder (BORDER_REPLICATE) |
(677.98,333.68,272.02)(uchar) (286.48,106.27,81.91)(float) |
(698.64,332.43,287.14)(uchar) (287.11,106.46,82.34)(float) |
(704.47,332.63,283.52)(uchar) (282.44,105.93,81.37)(float) |
| CopyMakeborder (BORDER_REFLECT) |
(677.15,332.22,271.25)(uchar) (286.23,106.07,81.97)(float) |
(698.71,331.91,286.30)(uchar) (285.88,106.27,82.27)(float) |
(705.67,332.06,282.82)(uchar) (280.90,105.87,81.14)(float) |
| CopyMakeborder (BORDER_REFLECT101) |
(677.54,333.38,271.32)(uchar) (286.14,106.11,81.62)(float) |
(698.35,331.75,286.82)(uchar) (286.62,106.29,82.07)(float) |
(703.15,332.30,283.65)(uchar) (282.83,105.51,81.23)(float) |
| Dilate (k3x3) |
(153.22,54.10,38.84)(uchar) (45.15,8.28,6.39)(float) |
(35.36,11.09,8.18)(uchar) (17.43,5.31,2.83)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Dilate (k5x5) |
(766.2550,317.7950,248.1010)(uchar) (302.9960,86.7132,55.3967)(float) |
(297.5410,99.6072,73.8433)(uchar) (154.1220,43.8696,30.8186)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Erode (k3x3) |
(166.01,61.81,47.26)(uchar) (44.63,12.69,6.20)(float) |
(35.18,10.93,8.32)(uchar) (18.30,5.14,2.93)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Erode (k5x5) |
(87.79,30.74,19.34)(uchar) (18.75,7.96,3.41)(float) |
(24.62,7.57,5.47)(uchar) (11.47,3.44,2.10)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Flip (mode:-1) |
(459.48,119.14,97.73)(uchar) (78.42,52.22,37.13)(float) |
(132.45,40.69,30.07)(uchar) (30.10,9.75,7.68)(float) |
(207.32,56.70,45.22)(uchar) (45.45,18.72,11.98)(float) |
| Flip (mode:0) |
(1097.36,625.66,533.58)(uchar) (330.90,165.72,136.90)(float) |
(305.87,112.65,77.36)(uchar) (77.32,25.80,22.13)(float) |
(296.09,105.11,72.39)(uchar) (72.74,23.88,19.78)(float) |
| Flip (mode:1) |
(439.37,117.48,97.64)(uchar) (77.73,51.04,23.33)(float) |
(171.65,50.12,37.83)(uchar) (37.85,11.53,9.46)(float) |
(277.21,64.74,57.90)(uchar) (58.22,25.38,14.87)(float) |
| Resize (INTERPOLATION_NEAREST_LINEAR) (1280/960/800/600) |
(112.69,21.25,32.85)(uchar) (61.03,17.59,15.62)(float) |
(51.24,17.43,11.33)(uchar) (45.18,13.26,9.58)(float) |
(64.74,11.00,10.50)(uchar) (41.59,11.17,8.69)(float) |
| Resize (INTERPOLATION_NEAREST_POINT) (1280/960/800/600) |
(267.97,86.93,108.84)(uchar) (101.15,35.85,27.39)(float) |
(206.81,81.81,81.93)(uchar) (81.92,34.81,20.61)(float) |
(209.05,83.33,81.65)(uchar) (81.63,34.87,12.01)(float) |
| Resize (INTERPOLATION_AREA) (1280/960/800/600) |
(21.18,11.11,8.32)(uchar) (18.57,7.62,5.16)(float) |
(19.49,7.80,5.83)(uchar) (17.84,6.25,4.62)(float) |
(18.18,7.36,5.49)(uchar) (18.28,6.91,5.09)(float) |
| WarpAffine (Interpolation_linear+Border_constant) |
(6.71,5.51,7.36)(uchar) (6.56,2.93,3.23)(float) |
(6.34,6.94,6.99)(uchar) (9.53,4.99,4.57)(float) |
(13.91,7.30,5.90)(uchar) (7.39,7.66,6.20)(float) |
| WarpAffine (Interpolation_linear+Border_replicate) |
(6.02,6.65,5.79)(uchar) (9.53,3.90,3.82)(float) |
(7.13,5.30,3.65)(uchar) (6.20,3.92,3.50)(float) |
(8.44,3.94,3.21)(uchar) (4.88,3.83,3.48)(float) |
| WarpAffine (Interpolation_linear+Border_transparent) |
(5.21,5.83,3.20)(uchar) (6.56,3.28,4.43)(float) |
(12.50,6.37,8.97)(uchar) (9.85,6.21,7.84)(float) |
(13.80,4.65,8.53)(uchar) (13.39,6.14,5.20)(float) |
| WarpAffine (Interpolation_nearest_point+Border_constant) |
(61.63,39.15,43.36)(uchar) (51.82,29.83,18.12)(float) |
(20.01,12.94,15.15)(uchar) (17.92,11.84,14.41)(float) |
(30.10,19.98,18.51)(uchar) (24.68,18.37,16.71)(float) |
| WarpAffine (Interpolation_nearest_point+Border_replicate) |
(47.49,35.31,38.97)(uchar) (36.33,23.94,28.91)(float) |
(16.38,11.62,10.99)(uchar) (13.40,11.54,9.37)(float) |
(17.12,15.88,11.16)(uchar) (11.69,8.22,8.13)(float) |
| WarpAffine (Interpolation_nearest_point+Border_transparent) |
(53.66,45.91,58.50)(uchar) (57.63,33.38,29.99)(float) |
(21.40,23.35,19.11)(uchar) (20.97,16.51,17.55)(float) |
(40.18,34.13,42.46)(uchar) (31.48,16.63,15.94)(float) |
| function | PPLCV | OpenCV v4.4 | OpenCV v4.5.5 |
|---|---|---|---|
| Add | (94.62,31.60,23.85)(uchar) (73.96,21.33,14.60)(float) |
(62.94,21.02,15.73)(uchar) (29.63,8.03,5.45)(float) |
(88.87,29.51,18.44)(uchar) (15.56,5.42,3.78)(float) |
| AddWeighted | (102.67,33.23,25.69)(uchar) (25.36,6.79,4.76)(float) |
(18.81,6.27,4.70)(uchar) (25.36,6.79,4.76)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Subtract | (95.48,31.99,23.38)(uchar) (79.79,21.32,14.56)(float) |
(62.65,20.90,15.64)(uchar) (29.67,8.02,5.45)(float) |
(88.81,29.67,18.36)(uchar) (18.30,5.43,3.80)(float) |
| Mul | (90.01,30.09,22.46)(uchar) (80.59,21.34,14.58)(float) |
(45.01,14.99,11.27)(uchar) (29.65,8.04,5.46)(float) |
(79.46,26.54,17.10)(uchar) (18.36,5.42,3.79)(float) |
| Div | (115.84,40.68,28.94)(uchar) (31.84,9.43,6.53)(float) |
(11.40,3.80,2.85)(uchar) (16.76,4.59,3.14)(float) |
(22.15,7.41,5.56)(uchar) (15.32,4.33,3.09)(float) |
| BGR2BGRA | (52.297)(uchar) (18.11)(float) |
(41.294)(uchar) (35.781)(float) |
(150.493)(uchar) (40.193)(float) |
| BGRA2BGR | (66.578)(uchar) (35.22)(float) |
(44.91)(uchar) (36.952)(float) |
(143.818)(uchar) (38.304)(float) |
| BGR2GRAY | (74.971)(uchar) (69.021)(float) |
(27.757)(uchar) (16.663)(float) |
(24.558)(uchar) (47.866)(float) |
| BGRA2GRAY | (71.663)(uchar) (60.452)(float) |
(27.592)(uchar) (17.186)(float) |
(24.350)(uchar) (47.115)(float) |
| GRAY2BGR | (86.29)(uchar) (65.431)(float) |
(35.017)(uchar) (12.838)(float) |
(273.449)(uchar) (76.592)(float) |
| GRAY2BGRA | (29.324)(uchar) (7.359)(float) |
(27.581)(uchar) (9.89)(float) |
(239.474)(uchar) (62.568)(float) |
| NV2BGR (NV122RGB_MODE) |
(16.483)(uchar) (-)(float) |
(8.42604)(uchar) (-)(float) |
(15.5878)(uchar) (-)(float) |
| NV2BGR (NV122BGR_MODE) |
(16.489)(uchar) (-)(float) |
(8.4138)(uchar) (-)(float) |
(16.2555)(uchar) (-)(float) |
| NV2BGR (NV212RGB_MODE) |
(16.5559)(uchar) (-)(float) |
(8.44105)(uchar) (-)(float) |
(15.5793)(uchar) (-)(float) |
| NV2BGR (NV212BGR_MODE) |
(16.5138)(uchar) (-)(float) |
(8.42671)(uchar) (-)(float) |
(16.3394)(uchar) (-)(float) |
| Color2YUV420 (RGB2I420_MODE) |
(25.1301)(uchar) (-)(float) |
(17.2989)(uchar) (-)(float) |
(30.6456)(uchar) (-)(float) |
| Color2YUV420 (BGR2I420_MODE) |
(25.0519)(uchar) (-)(float) |
(18.6546)(uchar) (-)(float) |
(31.2895)(uchar) (-)(float) |
| Color2YUV420 (RGB2YV12_MODE) |
(25.1402)(uchar) (-)(float) |
(17.2937)(uchar) (-)(float) |
(30.4463)(uchar) (-)(float) |
| Color2YUV420 (BGR2YV12_MODE) |
(25.1412)(uchar) (-)(float) |
(18.6355)(uchar) (-)(float) |
(31.0771)(uchar) (-)(float) |
| YUV4202Color (I4202RGB_MODE) |
(16.135)(uchar) (-)(float) |
(8.40128)(uchar) (-)(float) |
(15.555)(uchar) (-)(float) |
| YUV4202Color (I4202BGR_MODE) |
(16.1823)(uchar) (-)(float) |
(8.37281)(uchar) (-)(float) |
(15.5988)(uchar) (-)(float) |
| YUV4202Color (YV122RGB_MODE) |
(16.2143)(uchar) (-)(float) |
(8.38921)(uchar) (-)(float) |
(15.5551)(uchar) (-)(float) |
| YUV4202Color (YV122BGR_MODE) |
(16.2182)(uchar) (-)(float) |
(8.37594)(uchar) (-)(float) |
(15.5849)(uchar) (-)(float) |
| CopyMakeborder (BORDER_CONSTANT) |
(385.61,165.57,151.49)(uchar) (127.97,49.63,38.03)(float) |
(453.04,176.73,139.71)(uchar) (140.31,49.67,38.65)(float) |
(461.59,178.99,140.12)(uchar) (140.79,41.52,29.16)(float) |
| CopyMakeborder (BORDER_REPLICATE) |
(362.05,164.34,131.43)(uchar) (136.21,49.23,37.20)(float) |
(370.93,163.61,137.09)(uchar) (137.06,49.36,37.50)(float) |
(373.84,163.89,135.93)(uchar) (135.15,41.06,28.69)(float) |
| CopyMakeborder (BORDER_REFLECT) |
(362.92,163.50,130.32)(uchar) (136.34,49.09,37.15)(float) |
(370.54,163.24,136.89)(uchar) (136.93,49.15,37.48)(float) |
(373.06,163.65,135.64)(uchar) (135.27,41.21,28.69)(float) |
| CopyMakeborder (BORDER_REFLECT101) |
(362.15,164.18,130.94)(uchar) (136.16,49.16,37.15)(float) |
(369.57,163.42,136.87)(uchar) (136.93,49.34,37.47)(float) |
(373.49,163.60,135.95)(uchar) (135.36,41.17,28.70)(float) |
| Dilate (k3x3) |
(69.15,23.37,17.18)(uchar) (18.23,3.53,2.15)(float) |
(15.56,4.92,3.68)(uchar) (7.56,1.54,1.10)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Dilate (k5x5) |
(39.03,12.54,8.98)(uchar) (10.75,1.64,1.39)(float) |
(10.93,3.30,2.42)(uchar) (5.04,1.15,0.69)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Erode (k3x3) |
(77.99,22.55,18.13)(uchar) (16.64,5.23,2.17)(float) |
(15.40,4.89,3.63)(uchar) (8.03,1.53,1.12)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Erode (k5x5) |
(41.41,11.55,6.57)(uchar) (6.37,3.46,1.36)(float) |
(10.85,3.28,2.40)(uchar) (4.96,1.14,0.83)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Flip (mode:-1) |
(200.59,52.97,43.27)(uchar) (34.85,17.54,8.07)(float) |
(59.98,18.15,13.65)(uchar) (13.67,4.51,2.76)(float) |
(82.06,24.67,22.05)(uchar) (21.46,8.76,4.44)(float) |
| Flip (mode:0) |
(560.32,289.24,233.60)(uchar) (149.00,73.83,55.65)(float) |
(145.33,50.02,37.86)(uchar) (37.82,12.80,7.60)(float) |
(122.32,45.24,34.61)(uchar) (34.84,11.60,7.26)(float) |
| Flip (mode:1) |
(198.78,52.67,43.19)(uchar) (34.69,11.52,8.09)(float) |
(76.73,22.72,16.90)(uchar) (16.91,5.14,3.17)(float) |
(111.73,28.22,26.47)(uchar) (25.86,11.28,5.18)(float) |
| WarpAffine (Interpolation_linear+Border_constant) |
(3.62,2.15,2.75)(uchar) (2.11,1.04,1.22)(float) |
(4.22,3.33,3.04)(uchar) (4.00,1.92,1.74)(float) |
(4.80,2.67,1.85)(uchar) (3.72,1.93,1.58)(float) |
| WarpAffine (Interpolation_linear+Border_replicate) |
(4.22,1.84,1.97)(uchar) (3.97,1.24,1.35)(float) |
(3.24,2.41,1.80)(uchar) (2.81,1.39,1.49)(float) |
(3.55,1.72,1.68)(uchar) (3.05,1.50,1.27)(float) |
| WarpAffine (Interpolation_linear+Border_transparent) |
(2.61,1.95,1.97)(uchar) (2.73,1.29,1.06)(float) |
(5.50,2.95,3.88)(uchar) (3.83,2.48,3.61)(float) |
(6.49,3.27,3.45)(uchar) (3.78,2.84,2.96)(float) |
| WarpAffine (Interpolation_nearest_point+Border_constant) |
(18.50,19.92,20.40)(uchar) (18.90,11.00,6.71)(float) |
(8.68,6.34,5.57)(uchar) (7.13,5.90,4.30)(float) |
(13.68,10.44,7.08)(uchar) (11.27,7.86,5.90)(float) |
| WarpAffine (Interpolation_nearest_point+Border_replicate) |
(30.06,13.14,17.44)(uchar) (10.69,9.41,6.38)(float) |
(7.34,4.67,4.70)(uchar) (7.97,4.99,3.49)(float) |
(12.91,6.04,7.08)(uchar) (9.63,4.49,3.04)(float) |
| WarpAffine (Interpolation_nearest_point+Border_transparent) |
(19.59,17.01,21.56)(uchar) (14.94,19.49,9.75)(float) |
(8.81,10.02,10.06)(uchar) (7.97,6.47,6.66)(float) |
(17.22,14.63,16.40)(uchar) (11.68,8.37,13.72)(float) |
| function | PPLCV | OpenCV v4.4 | OpenCV v4.5.5 |
|---|---|---|---|
| Add | (24.14,6.55,4.64)(uchar) (15.43,1.65,1.23)(float) |
(15.73,4.38,3.04)(uchar) (5.44,1.10,0.83)(float) |
(21.57,5.41,3.76)(uchar) (3.83,0.99,0.75)(float) |
| AddWeighted | (25.06,6.72,5.06)(uchar) (7.61,1.70,1.28)(float) |
(4.71,1.32,0.99)(uchar) (4.69,1.05,0.79)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Subtract | (23.94,6.53,4.68)(uchar) (14.55,1.65,1.24)(float) |
(15.61,4.35,3.03)(uchar) (5.44,1.10,0.83)(float) |
(21.58,5.40,3.76)(uchar) (3.77,1.00,0.75)(float) |
| Mul | (23.28,5.94,4.44)(uchar) (14.58,1.66,1.24)(float) |
(11.28,3.10,1.99)(uchar) (5.45,1.10,0.83)(float) |
(19.55,5.06,3.53)(uchar) (3.77,1.00,0.75)(float) |
| Div | (28.13,7.33,5.11)(uchar) (6.55,1.29,0.97)(float) |
(2.85,0.85,0.64)(uchar) (3.14,0.83,0.62)(float) |
(5.56,1.53,1.15)(uchar) (3.08,0.85,0.64)(float) |
| BGR2BGRA | (13.5309)(uchar) (1.18028)(float) |
(10.402)(uchar) (1.1787)(float) |
(38.3996)(uchar) (1.17148)(float) |
| BGRA2BGR | (16.7388)(uchar) (1.12305)(float) |
(11.3216)(uchar) (1.28357)(float) |
(37.2489)(uchar) (1.27721)(float) |
| BGR2GRAY | (18.75)(uchar) (9.46362)(float) |
(6.94957)(uchar) (4.37089)(float) |
(6.16552)(uchar) (12.1099)(float) |
| BGRA2GRAY | (17.8368)(uchar) (7.23298)(float) |
(6.91245)(uchar) (4.28602)(float) |
(6.1095)(uchar) (10.4432)(float) |
| GRAY2BGR | (21.6445)(uchar) (3.80429)(float) |
(8.82131)(uchar) (1.3973)(float) |
(71.0489)(uchar) (5.49375)(float) |
| GRAY2BGRA | (7.32073)(uchar) (0.784571)(float) |
(6.90969)(uchar) (1.06463)(float) |
(61.4536)(uchar) (1.68015)(float) |
| NV2BGR (NV122RGB_MODE) |
(4.12104)(uchar) (-)(float) |
(2.10888)(uchar) (-)(float) |
(3.89315)(uchar) (-)(float) |
| NV2BGR (NV122BGR_MODE) |
(4.12374)(uchar) (-)(float) |
(2.09964)(uchar) (-)(float) |
(4.08625)(uchar) (-)(float) |
| NV2BGR (NV212RGB_MODE) |
(4.13566)(uchar) (-)(float) |
(2.10959)(uchar) (-)(float) |
(3.87174)(uchar) (-)(float) |
| NV2BGR (NV212BGR_MODE) |
(4.14236)(uchar) (-)(float) |
(2.10226)(uchar) (-)(float) |
(4.08722)(uchar) (-)(float) |
| Color2YUV420 (RGB2I420_MODE) |
(6.28701)(uchar) (-)(float) |
(4.31895)(uchar) (-)(float) |
(7.69141)(uchar) (-)(float) |
| Color2YUV420 (BGR2I420_MODE) |
(6.28734)(uchar) (-)(float) |
(4.68189)(uchar) (-)(float) |
(7.83363)(uchar) (-)(float) |
| Color2YUV420 (RGB2YV12_MODE) |
(6.29212)(uchar) (-)(float) |
(4.33935)(uchar) (-)(float) |
(7.63036)(uchar) (-)(float) |
| Color2YUV420 (BGR2YV12_MODE) |
(6.28365)(uchar) (-)(float) |
(4.6706)(uchar) (-)(float) |
(7.79329)(uchar) (-)(float) |
| YUV4202Color (I4202RGB_MODE) |
(4.06256)(uchar) (-)(float) |
(2.10925)(uchar) (-)(float) |
(3.88084)(uchar) (-)(float) |
| YUV4202Color (I4202BGR_MODE) |
(4.06315)(uchar) (-)(float) |
(2.10801)(uchar) (-)(float) |
(3.89592)(uchar) (-)(float) |
| YUV4202Color (YV122RGB_MODE) |
(4.0625)(uchar) (-)(float) |
(2.11273)(uchar) (-)(float) |
(3.88538)(uchar) (-)(float) |
| YUV4202Color (YV122BGR_MODE) |
(4.06143)(uchar) (-)(float) |
(2.10696)(uchar) (-)(float) |
(3.8962)(uchar) (-)(float) |
| CopyMakeborder (BORDER_CONSTANT) |
(120.06,46.70,38.81)(uchar) (28.67,2.00,1.50)(float) |
(131.70,48.19,36.93)(uchar) (37.08,2.00,1.49)(float) |
(132.65,40.21,28.72)(uchar) (28.78,1.99,1.49)(float) |
| CopyMakeborder (BORDER_REPLICATE) |
(114.76,46.59,36.05)(uchar) (36.74,1.99,1.48)(float) |
(115.96,46.31,36.93)(uchar) (36.93,1.99,1.49)(float) |
(116.91,38.59,28.14)(uchar) (28.08,1.98,1.49)(float) |
| CopyMakeborder (BORDER_REFLECT) |
(114.59,46.35,35.99)(uchar) (36.68,1.99,1.49)(float) |
(116.21,46.30,36.91)(uchar) (36.92,1.98,1.49)(float) |
(116.85,38.63,28.13)(uchar) (28.07,1.99,1.49)(float) |
| CopyMakeborder (BORDER_REFLECT101) |
(114.59,46.41,35.97)(uchar) (36.70,1.99,1.48)(float) |
(115.91,46.31,36.93)(uchar) (36.93,1.98,1.49)(float) |
(116.29,38.58,27.99)(uchar) (28.05,1.99,1.49)(float) |
| Dilate (k3x3) |
(16.87,3.79,2.38)(uchar) (1.96,0.61,0.46)(float) |
(3.90,1.06,0.86)(uchar) (1.55,0.38,0.26)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Dilate (k5x5) |
(10.18,1.99,1.56)(uchar) (1.92,0.41,0.31)(float) |
(2.62,0.74,0.56)(uchar) (1.03,0.29,0.16)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Erode (k3x3) |
(20.62,5.05,2.92)(uchar) (1.95,0.61,0.46)(float) |
(3.92,1.06,0.85)(uchar) (1.55,0.38,0.26)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Erode (k5x5) |
(10.26,1.68,1.43)(uchar) (1.26,0.41,0.31)(float) |
(2.62,0.74,0.56)(uchar) (1.02,0.29,0.20)(float) |
(-,-,-)(uchar) (-,-,-)(float) |
| Flip (mode:-1) |
(48.46,12.63,9.42)(uchar) (6.81,2.35,1.61)(float) |
(14.40,3.66,2.64)(uchar) (2.65,0.74,0.57)(float) |
(19.74,5.32,3.78)(uchar) (19.74,5.32,3.78)(float) |
| Flip (mode:0) |
(137.71,69.44,56.35)(uchar) (30.30,11.16,7.64)(float) |
(35.52,10.68,6.61)(uchar) (6.60,1.32,1.02)(float) |
(32.10,9.72,5.83)(uchar) (5.92,1.31,1.00)(float) |
| Flip (mode:1) |
(48.10,12.34,7.91)(uchar) (6.71,2.37,1.64)(float) |
(18.24,4.64,3.16)(uchar) (3.17,0.79,0.59)(float) |
(24.36,5.95,5.00)(uchar) (5.00,1.29,0.89)(float) |
| WarpAffine (Interpolation_linear+Border_constant) |
(0.75,0.48,0.50)(uchar) (0.60,0.34,0.22)(float) |
(1.05,0.64,0.72)(uchar) (0.78,0.44,0.48)(float) |
(1.12,0.51,0.46)(uchar) (0.90,0.46,0.49)(float) |
| WarpAffine (Interpolation_linear+Border_replicate) |
(0.72,0.53,0.66)(uchar) (0.63,0.34,0.18)(float) |
(0.77,0.54,0.37)(uchar) (0.61,0.36,0.32)(float) |
(0.92,0.42,0.40)(uchar) (0.69,0.34,0.31)(float) |
| WarpAffine (Interpolation_linear+Border_transparent) |
(0.65,0.46,0.44)(uchar) (0.55,0.26,0.30)(float) |
(1.41,0.74,1.09)(uchar) (0.78,0.53,0.38)(float) |
(1.60,0.66,0.56)(uchar) (0.58,0.60,0.54)(float) |
| WarpAffine (Interpolation_nearest_point+Border_constant) |
(6.59,2.52,1.28)(uchar) (1.44,0.98,1.06)(float) |
(2.12,1.23,1.20)(uchar) (1.50,0.85,0.75)(float) |
(3.54,1.69,1.51)(uchar) (1.81,0.97,0.85)(float) |
| WarpAffine (Interpolation_nearest_point+Border_replicate) |
(7.66,3.00,2.07)(uchar) (3.23,1.20,1.16)(float) |
(1.68,1.07,0.97)(uchar) (1.24,0.84,0.74)(float) |
(1.36,1.24,1.29)(uchar) (1.96,0.79,0.64)(float) |
| WarpAffine (Interpolation_nearest_point+Border_transparent) |
(8.52,4.53,6.51)(uchar) (2.18,3.16,1.30)(float) |
(2.11,1.67,1.61)(uchar) (0.95,1.25,1.64)(float) |
(4.40,3.83,1.06)(uchar) (2.50,1.74,1.75)(float) |