lvpchen / ObjDetection

The aim of this project is to implement object detection using Opencv libraries and estimate distance of the object from camera. Also, calculate the time consumed to detect objects.

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ObjDetection

The program detects side views of cars using the default camera availale. Local Binary Pattern is used to train a Cascade Classifier using OpenCV utilities "opencv_createcascade" and "opencv_traincascade". The training image set is taken from https://cogcomp.cs.illinois.edu/Data/Car/

The program is run on Intel Core i5-3210M and ARM Cortex-A53 to assess the execution time of cv::detectMultiScale fuction usiing library.

Result: single core execution time:

Core i5-3210M := 4059 micro sec to 6124 micro sec Cortex-A53 := 19686 micro sec to 22386 micro sec

About

The aim of this project is to implement object detection using Opencv libraries and estimate distance of the object from camera. Also, calculate the time consumed to detect objects.

License:GNU General Public License v3.0


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Language:C++ 92.9%Language:CMake 7.1%