Computer Vision Benchmark

This repository contains a benchmark composed for two Computer Vision algorithms: ORB & CNNs. Moreover, it contains tools to measure his execution using Hardware Counters.

Dependencies

• Caffe
• OpenCV
• PerfTools

With hardware counters

• Edit "./analysis/cnn/Makefile" paths
• Edit "./analysis/features/Makefile" paths

$ cd analysis
$ ./perf.sh -h (see options)

Without hardware counters

ORB

* Edit "./analysis/features/Makefile" paths
$ cd analysis/features 
$ make
$ ./features (see options)

CNN

• Edit "./analysis/cnn/Makefile" paths

$ cd analysis/cnn
$ make
$ ./classification (see options)

Platforms

CNN

This software has been tested in Ubuntu 14.04, Ubuntu16.04, and CentOS 6.1