OpenCV

This is a benchmark of the OpenCV (Computer Vision) library's built-in performance tests.

Learn more about this test at the upstream project site: https://opencv.org/.

This utility test profile is maintained by Michael Larabel. This OpenBenchmarking.org test profile was created on 22 September 2020. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark opencv.

This test has an average install time of 10 minutes, 18 seconds and an average run-time of 13 minutes, 54 seconds.

Features 2D28.4%Object Detection27.0%DNN44.6%Test Option PopularityOpenBenchmarking.org

Revision History

pts/opencv-1.0.0   [View Source]   22 Sep 2020 16:31 EDT
Initial commit for OpenCV 4.4.

Suites Using This Test

Machine Learning

Performance Metrics

Analyze Test Configuration:

OpenCV 4.4

Test: DNN - Deep Neural Network

OpenBenchmarking.org metrics for this test profile configuration based on 127 public samples since 22 September 2020 with the latest data as of 13 October 2020.

Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.

OpenBenchmarking.orgDistribution Of Public Results - Test: DNN - Deep Neural Network127 Results Range From 2909 To 93708 ms29094725654183571017311989138051562117437192532106922885247012651728333301493196533781355973741339229410454286144677464934830950125519415375755573573895920561021628376465366469682857010171917737337554977365791818099782813846298644588261900779189393709714212835

Based on OpenBenchmarking.org data, the selected test / test configuration (OpenCV 4.4 - Test: DNN - Deep Neural Network) has an average run-time of 3 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkTest: DNN - Deep Neural NetworkRun-Time48121620Min: 1 / Avg: 2.5 / Max: 13

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 8.6%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTest: DNN - Deep Neural NetworkDeviation918273645Min: 0 / Avg: 8.61 / Max: 46

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