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https://gitcode.com/gh_mirrors/es/esp32-opencv.git
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Small modifs on the tests
- Reduced blurring kernels - Small errors in the report
This commit is contained in:
@ -2,8 +2,6 @@
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| Function name and arguments | BUILD_TYPE=Debug |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| | 160x120 | 320x240 | 640x480 | 1024x768 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| All measures are in [ms] |
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+================================================+=============+=============+=============+=============+
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| |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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@ -11,7 +9,7 @@
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| binaryThreshold | 4.5 | 18 | 69 | 175 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| triangleThreshold | 8.1 | 32 | 124 | 315 |
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| triangleThreshold | 8.0 | 32 | 124 | 315 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| OTSUThreshold | 11 | 35 | 127 | 318 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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@ -21,29 +19,29 @@
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| **Blurring** |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| GaussianBlur 9x9 kernel | 223 | 875 | 3473 | 9042 |
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| GaussianBlur 3x3 kernel | 16 | 54 | 206 | 521 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| medianBlur 9x9 kernel | 141 | 608 | 2754 | 7505 |
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| medianBlur 3x3 kernel | 180 | 721 | 2883 | 7390 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| bilateralFilter diameter=9 | 413 | 1628 | 6487 | 16386 |
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| bilateralFilter diameter=5 | 132 | 509 | 2014 | 5079 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| **Morphological tranforms** |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| erode 5x5 kernel | 41 | 151 | 587 | 1493 |
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| erode 5x5 kernel | 41 | 151 | 587 | 1494 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| dilate 5x5 kernel | 41 | 151 | 587 | 1494 |
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| dilate 5x5 kernel | 41 | 151 | 588 | 1495 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| open 5x5 kernel | 81 | 299 | 1163 | 2959 |
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| open 5x5 kernel | 82 | 299 | 1164 | 2961 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| **Resize image** |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| resize linear interpolation | 10 | 39 | 150 | 378 |
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| resize linear interpolation | 10 | 40 | 150 | 378 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| resize cubic interpolation | 21 | 75 | 291 | 733 |
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| resize cubic interpolation | 21 | 75 | 287 | 728 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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@ -51,13 +49,13 @@
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| Sobel | 34 | 116 | 438 | 1129 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| Canny | 81 | 260 | 894 | - |
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| Canny | 80 | 256 | 886 | ERR |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| **Hough tranformations** |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| HoughLines | 392 | 897 | - | - |
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| HoughLines | 392 | 897 | ERR | ERR |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| HoughLines probabilistic | 699 | 1652 | ERR | ERR |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| HoughLines probabilistic | 699 | 1652 | - | - |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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@ -2,14 +2,12 @@
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| Function name and arguments | BUILD_TYPE=Release |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| | 160x120 | 320x240 | 640x480 | 1024x768 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| All measures are in [ms] |
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+================================================+=============+=============+=============+=============+
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| |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| **Threshold** |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| binaryThreshold | 2.6 | 11 | 42 | 107 |
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| binaryThreshold | 2.5 | 11 | 42 | 107 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| triangleThreshold | 3.9 | 17 | 66 | 168 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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@ -21,11 +19,11 @@
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| **Blurring** |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| GaussianBlur 9x9 kernel | 34 | 128 | 504 | 1458 |
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| GaussianBlur 3x3 kernel | 5.6 | 20 | 76 | 192 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| medianBlur 9x9 kernel | 56 | 273 | 1425 | 4091 |
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| medianBlur 3x3 kernel | 22 | 90 | 360 | 926 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| bilateralFilter diameter=9 | 138 | 535 | 2119 | 5293 |
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| bilateralFilter diameter=5 | 51 | 190 | 743 | 1854 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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@ -43,7 +41,7 @@
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| resize linear interpolation | 3.8 | 16 | 59 | 147 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| resize cubic interpolation | 6.5 | 27 | 108 | 277 |
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| resize cubic interpolation | 6.5 | 27 | 108 | 275 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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@ -51,13 +49,14 @@
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| Sobel | 14 | 50 | 187 | 497 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| Canny | 32 | 108 | 375 | - |
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| Canny | 32 | 108 | 375 | ERR |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| **Hough tranformations** |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| HoughLines | 313 | 681 | 2121 | - |
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| HoughLines | 314 | 686 | 2121 | ERR |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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| HoughLines probabilistic | 608 | 1358 | 3766 | - |
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| HoughLines probabilistic | 603 | 1352 | 3765 | ERR |
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+------------------------------------------------+-------------+-------------+-------------+-------------+
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@ -2,16 +2,14 @@
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| Function name and arguments | BUILD_TYPE=Debug | BUILD_TYPE=Release |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| | 160x120 | 320x240 | 640x480 | 1024x768 | 160x120 | 320x240 | 640x480 | 1024x768 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| All measures are in [ms] | |
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+================================================+=============+=============+=============+=============+=============+=============+=============+=============+
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| | |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| **Threshold** | |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| binaryThreshold | 4.5 | 18 | 69 | 175 | 2.6 | 11 | 42 | 107 |
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| binaryThreshold | 4.5 | 18 | 69 | 175 | 2.5 | 11 | 42 | 107 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| triangleThreshold | 8.1 | 32 | 124 | 315 | 3.9 | 17 | 66 | 168 |
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| triangleThreshold | 8.0 | 32 | 124 | 315 | 3.9 | 17 | 66 | 168 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| OTSUThreshold | 11 | 35 | 127 | 318 | 6.5 | 20 | 69 | 171 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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@ -21,29 +19,29 @@
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| **Blurring** | |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| GaussianBlur 9x9 kernel | 223 | 875 | 3473 | 9042 | 34 | 128 | 504 | 1458 |
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| GaussianBlur 3x3 kernel | 16 | 54 | 206 | 521 | 5.6 | 20 | 76 | 192 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| medianBlur 9x9 kernel | 141 | 608 | 2754 | 7505 | 56 | 273 | 1425 | 4091 |
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| medianBlur 3x3 kernel | 180 | 721 | 2883 | 7390 | 22 | 90 | 360 | 926 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| bilateralFilter diameter=9 | 413 | 1628 | 6487 | 16386 | 138 | 535 | 2119 | 5293 |
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| bilateralFilter diameter=5 | 132 | 509 | 2014 | 5079 | 51 | 190 | 743 | 1854 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| | |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| **Morphological tranforms** | |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| erode 5x5 kernel | 41 | 151 | 587 | 1493 | 6.2 | 22 | 84 | 214 |
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| erode 5x5 kernel | 41 | 151 | 587 | 1494 | 6.2 | 22 | 84 | 214 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| dilate 5x5 kernel | 41 | 151 | 587 | 1494 | 6.2 | 22 | 84 | 214 |
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| dilate 5x5 kernel | 41 | 151 | 588 | 1495 | 6.2 | 22 | 84 | 214 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| open 5x5 kernel | 81 | 299 | 1163 | 2959 | 11 | 41 | 158 | 400 |
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| open 5x5 kernel | 82 | 299 | 1164 | 2961 | 11 | 41 | 158 | 400 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| | |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| **Resize image** | |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| resize linear interpolation | 10 | 39 | 150 | 378 | 3.8 | 16 | 59 | 147 |
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| resize linear interpolation | 10 | 40 | 150 | 378 | 3.8 | 16 | 59 | 147 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| resize cubic interpolation | 21 | 75 | 291 | 733 | 6.5 | 27 | 108 | 277 |
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| resize cubic interpolation | 21 | 75 | 287 | 728 | 6.5 | 27 | 108 | 275 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| | |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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@ -51,13 +49,13 @@
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| Sobel | 34 | 116 | 438 | 1129 | 14 | 50 | 187 | 497 |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| Canny | 81 | 260 | 894 | - | 32 | 108 | 375 | - |
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| Canny | 80 | 256 | 886 | ERR | 32 | 108 | 375 | ERR |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| | |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| **Hough tranformations** | |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| HoughLines | 392 | 897 | - | - | 313 | 681 | 2121 | - |
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| HoughLines | 392 | 897 | ERR | ERR | 314 | 686 | 2121 | ERR |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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| HoughLines probabilistic | 699 | 1652 | - | - | 608 | 1358 | 3766 | - |
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| HoughLines probabilistic | 699 | 1652 | ERR | ERR | 603 | 1352 | 3765 | ERR |
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+------------------------------------------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+-------------+
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@ -62,19 +62,19 @@ int64_t BM_toZeroThresh(const Mat& src) {
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return BENCHMARK(threshold, src, dst, 128, 255, THRESH_TOZERO);
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}
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int64_t BM_GaussianBlur9x9(const Mat& src) {
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int64_t BM_GaussianBlur3x3(const Mat& src) {
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Mat dst;
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return BENCHMARK(GaussianBlur, src, dst, Size(9, 9), 0, 0, BORDER_DEFAULT);
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return BENCHMARK(GaussianBlur, src, dst, Size(3, 3), 0, 0, BORDER_DEFAULT);
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}
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int64_t BM_medianBlur9x9(const Mat& src) {
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int64_t BM_medianBlur3x3(const Mat& src) {
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Mat dst;
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return BENCHMARK(medianBlur, src, dst, 9);
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return BENCHMARK(medianBlur, src, dst, 3);
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}
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int64_t BM_bilateralFilter(const Mat& src) {
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Mat dst;
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return BENCHMARK(bilateralFilter, src, dst, 9, 18, 5, BORDER_DEFAULT);
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return BENCHMARK(bilateralFilter, src, dst, 5, 18, 5, BORDER_DEFAULT);
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}
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int64_t BM_erode(const Mat& src) {
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@ -134,10 +134,9 @@ int64_t BM_HoughLinesP(const Mat& src) {
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void app_main(void)
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{
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// Needed for opencv linkage with pthread to work
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pthread_cond_t cond_test = PTHREAD_COND_INITIALIZER;
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pthread_cond_init(&cond_test, nullptr);
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unsigned ncpus = std::thread::hardware_concurrency();
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ESP_LOGI(TAG, "Number of CPU with std::thread::hardware_concurrency() = %d", ncpus);
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ESP_LOGI(TAG, "Starting main");
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disp_mem_infos();
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@ -161,9 +160,9 @@ void app_main(void)
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thresholds.addTestCase(TestCase("toZeroThreshold", BM_toZeroThresh));
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TestGroup &blurrings = report.addGroup("Blurring");
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blurrings.addTestCase(TestCase("GaussianBlur 9x9 kernel", BM_GaussianBlur9x9));
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blurrings.addTestCase(TestCase("medianBlur 9x9 kernel", BM_medianBlur9x9));
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blurrings.addTestCase(TestCase("bilateralFilter diameter=9", BM_bilateralFilter));
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blurrings.addTestCase(TestCase("GaussianBlur 3x3 kernel", BM_GaussianBlur3x3));
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blurrings.addTestCase(TestCase("medianBlur 3x3 kernel", BM_medianBlur3x3));
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blurrings.addTestCase(TestCase("bilateralFilter diameter=5", BM_bilateralFilter));
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TestGroup &morph = report.addGroup("Morphological tranforms");
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morph.addTestCase(TestCase("erode 5x5 kernel", BM_erode));
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@ -165,8 +165,6 @@ string Summary::summaryHeader(const string &reportName) {
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summaryHeaderLines += lineText({"Function name and arguments", reportName});
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summaryHeaderLines += lineSeparator('-');
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summaryHeaderLines += lineText(imagesNames);
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summaryHeaderLines += lineSeparator('-');
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summaryHeaderLines += lineText({"Measures are in [ms]"});
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summaryHeaderLines += lineSeparator('=');
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return summaryHeaderLines;
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}
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@ -191,7 +189,7 @@ string Summary::summaryTest(const TestCase &test) {
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for(auto res : test.resultTime) {
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string value;
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if(res == -1) {
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value = " - ";
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value = "ERR";
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}
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else {
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stringstream ss;
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