temi92 / PersonDetection

A HoG and SVM approach to human detection

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Person Detection

Person Detection using HOG as descriptor as Linear SVM as classifier using the OpenCV Library.

Build Project

mkdir build
cd build 
cmake ..
make

Run executable

./main <path to test_images>

After running the exectauble a log file results.txt is generated in the build directory. the txt file contains timestamp, number of people detected in each image and the image file name. This information could be used to analyse how well the detector runs on N number of images.

Results

img1 img2

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A HoG and SVM approach to human detection


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